Dataset statistics
| Number of variables | 56 |
|---|---|
| Number of observations | 197905 |
| Missing cells | 395810 |
| Missing cells (%) | 3.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 399.0 MiB |
| Average record size in memory | 2.1 KiB |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 36 |
| Boolean | 3 |
| Unsupported | 2 |
tx_type has constant value "TRANSFER" | Constant |
type_orig has constant value "I" | Constant |
acct_stat_orig has constant value "A" | Constant |
acct_rptng_crncy_orig has constant value "USD" | Constant |
branch_id_orig has constant value "1" | Constant |
open_dt_orig has constant value "0" | Constant |
close_dt_orig has constant value "1000000" | Constant |
bank_id_orig has constant value "bank" | Constant |
country_orig has constant value "US" | Constant |
type_bene has constant value "I" | Constant |
acct_stat_bene has constant value "A" | Constant |
acct_rptng_crncy_bene has constant value "USD" | Constant |
branch_id_bene has constant value "1" | Constant |
open_dt_bene has constant value "0" | Constant |
close_dt_bene has constant value "1000000" | Constant |
bank_id_bene has constant value "bank" | Constant |
country_bene has constant value "US" | Constant |
tran_timestamp has a high cardinality: 720 distinct values | High cardinality |
dsply_nm_orig has a high cardinality: 2090 distinct values | High cardinality |
first_name_orig has a high cardinality: 479 distinct values | High cardinality |
last_name_orig has a high cardinality: 715 distinct values | High cardinality |
street_addr_orig has a high cardinality: 2090 distinct values | High cardinality |
city_orig has a high cardinality: 1924 distinct values | High cardinality |
state_orig has a high cardinality: 51 distinct values | High cardinality |
birth_date_orig has a high cardinality: 2039 distinct values | High cardinality |
ssn_orig has a high cardinality: 2090 distinct values | High cardinality |
dsply_nm_bene has a high cardinality: 4077 distinct values | High cardinality |
first_name_bene has a high cardinality: 582 distinct values | High cardinality |
last_name_bene has a high cardinality: 874 distinct values | High cardinality |
street_addr_bene has a high cardinality: 4077 distinct values | High cardinality |
city_bene has a high cardinality: 3546 distinct values | High cardinality |
state_bene has a high cardinality: 51 distinct values | High cardinality |
birth_date_bene has a high cardinality: 3883 distinct values | High cardinality |
ssn_bene has a high cardinality: 4077 distinct values | High cardinality |
orig_acct is highly correlated with acct_id_orig | High correlation |
bene_acct is highly correlated with acct_id_bene | High correlation |
is_sar is highly correlated with alert_id | High correlation |
alert_id is highly correlated with is_sar | High correlation |
acct_id_orig is highly correlated with orig_acct | High correlation |
acct_id_bene is highly correlated with bene_acct | High correlation |
orig_acct is highly correlated with acct_id_orig | High correlation |
bene_acct is highly correlated with acct_id_bene | High correlation |
is_sar is highly correlated with alert_id | High correlation |
alert_id is highly correlated with is_sar | High correlation |
acct_id_orig is highly correlated with orig_acct | High correlation |
acct_id_bene is highly correlated with bene_acct | High correlation |
orig_acct is highly correlated with acct_id_orig | High correlation |
bene_acct is highly correlated with acct_id_bene | High correlation |
is_sar is highly correlated with alert_id | High correlation |
alert_id is highly correlated with is_sar | High correlation |
acct_id_orig is highly correlated with orig_acct | High correlation |
acct_id_bene is highly correlated with bene_acct | High correlation |
type_bene is highly correlated with bank_id_bene and 22 other fields | High correlation |
bank_id_bene is highly correlated with type_bene and 22 other fields | High correlation |
country_orig is highly correlated with type_bene and 22 other fields | High correlation |
close_dt_bene is highly correlated with type_bene and 22 other fields | High correlation |
state_orig is highly correlated with type_bene and 16 other fields | High correlation |
tx_type is highly correlated with type_bene and 22 other fields | High correlation |
open_dt_orig is highly correlated with type_bene and 22 other fields | High correlation |
acct_rptng_crncy_bene is highly correlated with type_bene and 22 other fields | High correlation |
prior_sar_count_bene is highly correlated with type_bene and 17 other fields | High correlation |
bank_id_orig is highly correlated with type_bene and 22 other fields | High correlation |
open_dt_bene is highly correlated with type_bene and 22 other fields | High correlation |
type_orig is highly correlated with type_bene and 22 other fields | High correlation |
is_sar is highly correlated with type_bene and 16 other fields | High correlation |
state_bene is highly correlated with type_bene and 18 other fields | High correlation |
gender_orig is highly correlated with type_bene and 16 other fields | High correlation |
acct_stat_bene is highly correlated with type_bene and 22 other fields | High correlation |
gender_bene is highly correlated with type_bene and 17 other fields | High correlation |
branch_id_bene is highly correlated with type_bene and 22 other fields | High correlation |
prior_sar_count_orig is highly correlated with type_bene and 16 other fields | High correlation |
country_bene is highly correlated with type_bene and 22 other fields | High correlation |
acct_rptng_crncy_orig is highly correlated with type_bene and 22 other fields | High correlation |
close_dt_orig is highly correlated with type_bene and 22 other fields | High correlation |
branch_id_orig is highly correlated with type_bene and 22 other fields | High correlation |
acct_stat_orig is highly correlated with type_bene and 22 other fields | High correlation |
orig_acct is highly correlated with is_sar and 2 other fields | High correlation |
bene_acct is highly correlated with acct_id_bene | High correlation |
is_sar is highly correlated with orig_acct and 2 other fields | High correlation |
alert_id is highly correlated with orig_acct and 2 other fields | High correlation |
acct_id_orig is highly correlated with orig_acct and 2 other fields | High correlation |
state_orig is highly correlated with state_bene | High correlation |
acct_id_bene is highly correlated with bene_acct | High correlation |
prior_sar_count_bene is highly correlated with state_bene | High correlation |
initial_deposit_bene is highly correlated with state_bene and 3 other fields | High correlation |
state_bene is highly correlated with state_orig and 6 other fields | High correlation |
zip_bene is highly correlated with initial_deposit_bene and 3 other fields | High correlation |
gender_bene is highly correlated with state_bene | High correlation |
lon_bene is highly correlated with initial_deposit_bene and 3 other fields | High correlation |
lat_bene is highly correlated with initial_deposit_bene and 3 other fields | High correlation |
tx_behavior_id_orig has 197905 (100.0%) missing values | Missing |
tx_behavior_id_bene has 197905 (100.0%) missing values | Missing |
alert_id is highly skewed (γ1 = 21.92226068) | Skewed |
tran_id is uniformly distributed | Uniform |
tran_id has unique values | Unique |
tx_behavior_id_orig is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tx_behavior_id_bene is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2022-09-05 08:35:40.372160 |
|---|---|
| Analysis finished | 2022-09-05 08:40:51.754415 |
| Duration | 5 minutes and 11.38 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 197905 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98953 |
| Minimum | 1 |
|---|---|
| Maximum | 197905 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9896.2 |
| Q1 | 49477 |
| median | 98953 |
| Q3 | 148429 |
| 95-th percentile | 188009.8 |
| Maximum | 197905 |
| Range | 197904 |
| Interquartile range (IQR) | 98952 |
Descriptive statistics
| Standard deviation | 57130.39685 |
|---|---|
| Coefficient of variation (CV) | 0.5773488105 |
| Kurtosis | -1.2 |
| Mean | 98953 |
| Median Absolute Deviation (MAD) | 49476 |
| Skewness | 0 |
| Sum | 1.958329346 × 1010 |
| Variance | 3263882244 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2049 | 1 | < 0.1% |
| 182924 | 1 | < 0.1% |
| 33477 | 1 | < 0.1% |
| 39622 | 1 | < 0.1% |
| 37575 | 1 | < 0.1% |
| 60104 | 1 | < 0.1% |
| 58057 | 1 | < 0.1% |
| 64202 | 1 | < 0.1% |
| 62155 | 1 | < 0.1% |
| 51916 | 1 | < 0.1% |
| Other values (197895) | 197895 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 197905 | 1 | |
| 197904 | 1 | |
| 197903 | 1 | |
| 197902 | 1 | |
| 197901 | 1 | |
| 197900 | 1 | |
| 197899 | 1 | |
| 197898 | 1 | |
| 197897 | 1 | |
| 197896 | 1 |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1909.848776 |
| Minimum | 0 |
|---|---|
| Maximum | 12007 |
| Zeros | 103 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 461 |
| median | 2098 |
| Q3 | 2738 |
| 95-th percentile | 4711 |
| Maximum | 12007 |
| Range | 12007 |
| Interquartile range (IQR) | 2277 |
Descriptive statistics
| Standard deviation | 1618.01312 |
|---|---|
| Coefficient of variation (CV) | 0.8471943644 |
| Kurtosis | -0.5802615119 |
| Mean | 1909.848776 |
| Median Absolute Deviation (MAD) | 1545 |
| Skewness | 0.5934536229 |
| Sum | 377968622 |
| Variance | 2617966.456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2486 | 310 | 0.2% |
| 2584 | 278 | 0.1% |
| 2696 | 207 | 0.1% |
| 2671 | 207 | 0.1% |
| 533 | 207 | 0.1% |
| 2751 | 207 | 0.1% |
| 654 | 206 | 0.1% |
| 392 | 206 | 0.1% |
| 485 | 206 | 0.1% |
| 570 | 206 | 0.1% |
| Other values (2080) | 195665 |
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 1 | 104 | |
| 2 | 103 | |
| 3 | 103 | |
| 4 | 103 | |
| 5 | 103 | |
| 6 | 103 | |
| 7 | 103 | |
| 8 | 111 | |
| 9 | 102 |
| Value | Count | Frequency (%) |
| 12007 | 1 | |
| 11990 | 1 | |
| 11986 | 1 | |
| 11974 | 1 | |
| 11968 | 1 | |
| 11871 | 1 | |
| 11858 | 1 | |
| 11840 | 1 | |
| 11837 | 1 | |
| 11827 | 1 |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 569.6764811 |
| Minimum | 0 |
|---|---|
| Maximum | 11991 |
| Zeros | 21 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 24 |
| median | 53 |
| Q3 | 191 |
| 95-th percentile | 4149 |
| Maximum | 11991 |
| Range | 11991 |
| Interquartile range (IQR) | 167 |
Descriptive statistics
| Standard deviation | 1695.983714 |
|---|---|
| Coefficient of variation (CV) | 2.977099757 |
| Kurtosis | 19.95378574 |
| Mean | 569.6764811 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 4.364975752 |
| Sum | 112741824 |
| Variance | 2876360.758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 3563 | 1.8% |
| 20 | 3263 | 1.6% |
| 13 | 3210 | 1.6% |
| 14 | 3103 | 1.6% |
| 27 | 3017 | 1.5% |
| 17 | 2953 | 1.5% |
| 24 | 2917 | 1.5% |
| 23 | 2917 | 1.5% |
| 18 | 2800 | 1.4% |
| 12 | 2682 | 1.4% |
| Other values (4067) | 167480 |
| Value | Count | Frequency (%) |
| 0 | 21 | < 0.1% |
| 1 | 293 | 0.1% |
| 2 | 420 | 0.2% |
| 3 | 1342 | |
| 4 | 859 | |
| 5 | 1295 | |
| 6 | 1378 | |
| 7 | 1746 | |
| 8 | 1659 | |
| 9 | 1563 |
| Value | Count | Frequency (%) |
| 11991 | 1 | < 0.1% |
| 11990 | 1 | < 0.1% |
| 11974 | 1 | < 0.1% |
| 11876 | 3 | < 0.1% |
| 11871 | 1 | < 0.1% |
| 11858 | 1 | < 0.1% |
| 11840 | 1 | < 0.1% |
| 11822 | 70 | |
| 11746 | 1 | < 0.1% |
| 11702 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| TRANSFER |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1583240 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRANSFER |
|---|---|
| 2nd row | TRANSFER |
| 3rd row | TRANSFER |
| 4th row | TRANSFER |
| 5th row | TRANSFER |
Common Values
| Value | Count | Frequency (%) |
| TRANSFER | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| transfer | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 395810 | |
| T | 197905 | |
| A | 197905 | |
| N | 197905 | |
| S | 197905 | |
| F | 197905 | |
| E | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1583240 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 395810 | |
| T | 197905 | |
| A | 197905 | |
| N | 197905 | |
| S | 197905 | |
| F | 197905 | |
| E | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1583240 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 395810 | |
| T | 197905 | |
| A | 197905 | |
| N | 197905 | |
| S | 197905 | |
| F | 197905 | |
| E | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1583240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 395810 | |
| T | 197905 | |
| A | 197905 | |
| N | 197905 | |
| S | 197905 | |
| F | 197905 | |
| E | 197905 |
base_amt
Real number (ℝ≥0)
| Distinct | 80654 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 546.6319096 |
| Minimum | 0.09 |
|---|---|
| Maximum | 999.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 140.992 |
| Q1 | 319.58 |
| median | 546.78 |
| Q3 | 772.29 |
| 95-th percentile | 954.37 |
| Maximum | 999.99 |
| Range | 999.9 |
| Interquartile range (IQR) | 452.71 |
Descriptive statistics
| Standard deviation | 261.6711649 |
|---|---|
| Coefficient of variation (CV) | 0.4786972006 |
| Kurtosis | -1.197072321 |
| Mean | 546.6319096 |
| Median Absolute Deviation (MAD) | 226.38 |
| Skewness | 0.0007397461412 |
| Sum | 108181188.1 |
| Variance | 68471.79854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 565.51 | 11 | < 0.1% |
| 247.47 | 10 | < 0.1% |
| 124.69 | 10 | < 0.1% |
| 553.71 | 10 | < 0.1% |
| 988.77 | 10 | < 0.1% |
| 166.96 | 10 | < 0.1% |
| 110.26 | 10 | < 0.1% |
| 855.83 | 10 | < 0.1% |
| 122.84 | 10 | < 0.1% |
| 122.79 | 9 | < 0.1% |
| Other values (80644) | 197805 |
| Value | Count | Frequency (%) |
| 0.09 | 1 | |
| 0.16 | 1 | |
| 0.25 | 2 | |
| 0.43 | 1 | |
| 0.52 | 1 | |
| 0.61 | 1 | |
| 0.91 | 1 | |
| 0.94 | 1 | |
| 1.37 | 1 | |
| 1.5 | 1 |
| Value | Count | Frequency (%) |
| 999.99 | 1 | < 0.1% |
| 999.98 | 3 | |
| 999.97 | 5 | |
| 999.96 | 1 | < 0.1% |
| 999.95 | 4 | |
| 999.94 | 1 | < 0.1% |
| 999.93 | 3 | |
| 999.91 | 1 | < 0.1% |
| 999.9 | 1 | < 0.1% |
| 999.89 | 4 |
| Distinct | 720 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.0 MiB |
| 2017-05-24T00:00:00Z | 363 |
|---|---|
| 2017-04-26T00:00:00Z | 363 |
| 2017-02-15T00:00:00Z | 361 |
| 2017-06-14T00:00:00Z | 359 |
| 2017-02-08T00:00:00Z | 359 |
| Other values (715) |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 20 |
| Min length | 20 |
Characters and Unicode
| Total characters | 3958100 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017-01-01T00:00:00Z |
|---|---|
| 2nd row | 2017-01-01T00:00:00Z |
| 3rd row | 2017-01-01T00:00:00Z |
| 4th row | 2017-01-01T00:00:00Z |
| 5th row | 2017-01-01T00:00:00Z |
Common Values
| Value | Count | Frequency (%) |
| 2017-05-24T00:00:00Z | 363 | 0.2% |
| 2017-04-26T00:00:00Z | 363 | 0.2% |
| 2017-02-15T00:00:00Z | 361 | 0.2% |
| 2017-06-14T00:00:00Z | 359 | 0.2% |
| 2017-02-08T00:00:00Z | 359 | 0.2% |
| 2017-02-01T00:00:00Z | 359 | 0.2% |
| 2017-05-03T00:00:00Z | 359 | 0.2% |
| 2017-06-21T00:00:00Z | 359 | 0.2% |
| 2017-04-19T00:00:00Z | 358 | 0.2% |
| 2017-05-17T00:00:00Z | 358 | 0.2% |
| Other values (710) | 194307 |
Length
| Value | Count | Frequency (%) |
| 2017-05-24t00:00:00z | 363 | 0.2% |
| 2017-04-26t00:00:00z | 363 | 0.2% |
| 2017-02-15t00:00:00z | 361 | 0.2% |
| 2017-02-08t00:00:00z | 359 | 0.2% |
| 2017-02-01t00:00:00z | 359 | 0.2% |
| 2017-05-03t00:00:00z | 359 | 0.2% |
| 2017-06-21t00:00:00z | 359 | 0.2% |
| 2017-06-14t00:00:00z | 359 | 0.2% |
| 2017-06-28t00:00:00z | 358 | 0.2% |
| 2017-01-11t00:00:00z | 358 | 0.2% |
| Other values (710) | 194307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1633970 | |
| - | 395810 | 10.0% |
| : | 395810 | 10.0% |
| 1 | 364403 | 9.2% |
| 2 | 310090 | 7.8% |
| T | 197905 | 5.0% |
| Z | 197905 | 5.0% |
| 7 | 155858 | 3.9% |
| 8 | 114761 | 2.9% |
| 3 | 46883 | 1.2% |
| Other values (4) | 144705 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2770670 | |
| Dash Punctuation | 395810 | 10.0% |
| Other Punctuation | 395810 | 10.0% |
| Uppercase Letter | 395810 | 10.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1633970 | |
| 1 | 364403 | 13.2% |
| 2 | 310090 | 11.2% |
| 7 | 155858 | 5.6% |
| 8 | 114761 | 4.1% |
| 3 | 46883 | 1.7% |
| 5 | 37164 | 1.3% |
| 4 | 36940 | 1.3% |
| 6 | 36153 | 1.3% |
| 9 | 34448 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 197905 | |
| Z | 197905 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 395810 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 395810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3562290 | |
| Latin | 395810 | 10.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1633970 | |
| - | 395810 | 11.1% |
| : | 395810 | 11.1% |
| 1 | 364403 | 10.2% |
| 2 | 310090 | 8.7% |
| 7 | 155858 | 4.4% |
| 8 | 114761 | 3.2% |
| 3 | 46883 | 1.3% |
| 5 | 37164 | 1.0% |
| 4 | 36940 | 1.0% |
| Other values (2) | 70601 | 2.0% |
Latin
| Value | Count | Frequency (%) |
| T | 197905 | |
| Z | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3958100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1633970 | |
| - | 395810 | 10.0% |
| : | 395810 | 10.0% |
| 1 | 364403 | 9.2% |
| 2 | 310090 | 7.8% |
| T | 197905 | 5.0% |
| Z | 197905 | 5.0% |
| 7 | 155858 | 3.9% |
| 8 | 114761 | 2.9% |
| 3 | 46883 | 1.2% |
| Other values (4) | 144705 | 3.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| False | |
|---|---|
| True | 671 |
| Value | Count | Frequency (%) |
| False | 197234 | |
| True | 671 | 0.3% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.8235466512 |
| Minimum | -1 |
|---|---|
| Maximum | 99 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 197234 |
| Negative (%) | 99.7% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | -1 |
| Maximum | 99 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.472224916 |
|---|---|
| Coefficient of variation (CV) | -4.216184853 |
| Kurtosis | 507.7623303 |
| Mean | -0.8235466512 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.92226068 |
| Sum | -162984 |
| Variance | 12.05634587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 197234 | |
| 74 | 10 | < 0.1% |
| 79 | 10 | < 0.1% |
| 78 | 10 | < 0.1% |
| 83 | 10 | < 0.1% |
| 62 | 10 | < 0.1% |
| 35 | 9 | < 0.1% |
| 73 | 9 | < 0.1% |
| 69 | 9 | < 0.1% |
| 19 | 9 | < 0.1% |
| Other values (91) | 585 | 0.3% |
| Value | Count | Frequency (%) |
| -1 | 197234 | |
| 0 | 7 | < 0.1% |
| 1 | 5 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 7 | |
| 98 | 6 | |
| 97 | 6 | |
| 96 | 8 | |
| 95 | 9 | |
| 94 | 7 | |
| 93 | 5 | |
| 92 | 6 | |
| 91 | 8 | |
| 90 | 7 |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1909.848776 |
| Minimum | 0 |
|---|---|
| Maximum | 12007 |
| Zeros | 103 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 461 |
| median | 2098 |
| Q3 | 2738 |
| 95-th percentile | 4711 |
| Maximum | 12007 |
| Range | 12007 |
| Interquartile range (IQR) | 2277 |
Descriptive statistics
| Standard deviation | 1618.01312 |
|---|---|
| Coefficient of variation (CV) | 0.8471943644 |
| Kurtosis | -0.5802615119 |
| Mean | 1909.848776 |
| Median Absolute Deviation (MAD) | 1545 |
| Skewness | 0.5934536229 |
| Sum | 377968622 |
| Variance | 2617966.456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2486 | 310 | 0.2% |
| 2584 | 278 | 0.1% |
| 2696 | 207 | 0.1% |
| 2671 | 207 | 0.1% |
| 533 | 207 | 0.1% |
| 2751 | 207 | 0.1% |
| 654 | 206 | 0.1% |
| 392 | 206 | 0.1% |
| 485 | 206 | 0.1% |
| 570 | 206 | 0.1% |
| Other values (2080) | 195665 |
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 1 | 104 | |
| 2 | 103 | |
| 3 | 103 | |
| 4 | 103 | |
| 5 | 103 | |
| 6 | 103 | |
| 7 | 103 | |
| 8 | 111 | |
| 9 | 102 |
| Value | Count | Frequency (%) |
| 12007 | 1 | |
| 11990 | 1 | |
| 11986 | 1 | |
| 11974 | 1 | |
| 11968 | 1 | |
| 11871 | 1 | |
| 11858 | 1 | |
| 11840 | 1 | |
| 11837 | 1 | |
| 11827 | 1 |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.3 MiB |
| C_2486 | 310 |
|---|---|
| C_2584 | 278 |
| C_2696 | 207 |
| C_533 | 207 |
| C_2671 | 207 |
| Other values (2085) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.473257371 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1083185 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 390 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | C_4376 |
|---|---|
| 2nd row | C_4300 |
| 3rd row | C_4433 |
| 4th row | C_2552 |
| 5th row | C_2552 |
Common Values
| Value | Count | Frequency (%) |
| C_2486 | 310 | 0.2% |
| C_2584 | 278 | 0.1% |
| C_2696 | 207 | 0.1% |
| C_533 | 207 | 0.1% |
| C_2671 | 207 | 0.1% |
| C_2751 | 207 | 0.1% |
| C_392 | 206 | 0.1% |
| C_639 | 206 | 0.1% |
| C_557 | 206 | 0.1% |
| C_574 | 206 | 0.1% |
| Other values (2080) | 195665 |
Length
| Value | Count | Frequency (%) |
| c_2486 | 310 | 0.2% |
| c_2584 | 278 | 0.1% |
| c_2696 | 207 | 0.1% |
| c_2751 | 207 | 0.1% |
| c_533 | 207 | 0.1% |
| c_2671 | 207 | 0.1% |
| c_465 | 206 | 0.1% |
| c_392 | 206 | 0.1% |
| c_654 | 206 | 0.1% |
| c_389 | 206 | 0.1% |
| Other values (2080) | 195665 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 197905 | |
| _ | 197905 | |
| 2 | 116165 | |
| 4 | 90370 | |
| 6 | 72745 | 6.7% |
| 5 | 71985 | 6.6% |
| 3 | 67942 | 6.3% |
| 7 | 63083 | 5.8% |
| 1 | 62481 | 5.8% |
| 9 | 48886 | 4.5% |
| Other values (2) | 93718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 687375 | |
| Uppercase Letter | 197905 | 18.3% |
| Connector Punctuation | 197905 | 18.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 116165 | |
| 4 | 90370 | |
| 6 | 72745 | |
| 5 | 71985 | |
| 3 | 67942 | |
| 7 | 63083 | |
| 1 | 62481 | |
| 9 | 48886 | |
| 0 | 47666 | |
| 8 | 46052 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 197905 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 885280 | |
| Latin | 197905 | 18.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 197905 | |
| 2 | 116165 | |
| 4 | 90370 | |
| 6 | 72745 | 8.2% |
| 5 | 71985 | 8.1% |
| 3 | 67942 | 7.7% |
| 7 | 63083 | 7.1% |
| 1 | 62481 | 7.1% |
| 9 | 48886 | 5.5% |
| 0 | 47666 | 5.4% |
Latin
| Value | Count | Frequency (%) |
| C | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1083185 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 197905 | |
| _ | 197905 | |
| 2 | 116165 | |
| 4 | 90370 | |
| 6 | 72745 | 6.7% |
| 5 | 71985 | 6.6% |
| 3 | 67942 | 6.3% |
| 7 | 63083 | 5.8% |
| 1 | 62481 | 5.8% |
| 9 | 48886 | 4.5% |
| Other values (2) | 93718 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| I |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I |
|---|---|
| 2nd row | I |
| 3rd row | I |
| 4th row | I |
| 5th row | I |
Common Values
| Value | Count | Frequency (%) |
| I | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| i | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 197905 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197905 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| A |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| a | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 197905 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197905 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.8 MiB |
| USD |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 593715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| usd | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 593715 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 593715 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 593715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 174324 | |
| True | 23581 | 11.9% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 197905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 197905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 197905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 197905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 MiB |
| 1000000 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1385335 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1000000 |
|---|---|
| 2nd row | 1000000 |
| 3rd row | 1000000 |
| 4th row | 1000000 |
| 5th row | 1000000 |
Common Values
| Value | Count | Frequency (%) |
| 1000000 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1000000 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385335 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385335 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385335 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
initial_deposit_orig
Real number (ℝ≥0)
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75597.28015 |
| Minimum | 50009.28 |
|---|---|
| Maximum | 99999.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 50009.28 |
|---|---|
| 5-th percentile | 53209.65 |
| Q1 | 63514.54 |
| median | 76142.4 |
| Q3 | 87290.86 |
| 95-th percentile | 97289.61 |
| Maximum | 99999.31 |
| Range | 49990.03 |
| Interquartile range (IQR) | 23776.32 |
Descriptive statistics
| Standard deviation | 13970.57272 |
|---|---|
| Coefficient of variation (CV) | 0.1848025841 |
| Kurtosis | -1.157314352 |
| Mean | 75597.28015 |
| Median Absolute Deviation (MAD) | 11870.37 |
| Skewness | -0.04921636702 |
| Sum | 1.496107973 × 1010 |
| Variance | 195176902.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87199.11 | 310 | 0.2% |
| 62288.74 | 278 | 0.1% |
| 90983.71 | 207 | 0.1% |
| 92422.42 | 207 | 0.1% |
| 83668.85 | 207 | 0.1% |
| 77381.5 | 207 | 0.1% |
| 68754.28 | 206 | 0.1% |
| 92961.44 | 206 | 0.1% |
| 97514.84 | 206 | 0.1% |
| 75858.51 | 206 | 0.1% |
| Other values (2080) | 195665 |
| Value | Count | Frequency (%) |
| 50009.28 | 1 | < 0.1% |
| 50050 | 1 | < 0.1% |
| 50058.6 | 95 | |
| 50060.39 | 1 | < 0.1% |
| 50110.37 | 103 | |
| 50255.49 | 94 | |
| 50261.31 | 108 | |
| 50291.36 | 1 | < 0.1% |
| 50295.91 | 92 | |
| 50316.89 | 130 |
| Value | Count | Frequency (%) |
| 99999.31 | 103 | |
| 99951.81 | 103 | |
| 99942.06 | 103 | |
| 99932.76 | 198 | |
| 99928.3 | 197 | |
| 99915.4 | 1 | < 0.1% |
| 99870.09 | 103 | |
| 99857.44 | 103 | |
| 99703.4 | 103 | |
| 99681.7 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 MiB |
| bank |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 791620 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | bank |
|---|---|
| 2nd row | bank |
| 3rd row | bank |
| 4th row | bank |
| 5th row | bank |
Common Values
| Value | Count | Frequency (%) |
| bank | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| bank | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 791620 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 791620 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 791620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
| Distinct | 479 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.4 MiB |
| Michael | 5255 |
|---|---|
| David | 3252 |
| Jennifer | 3142 |
| Robert | 2805 |
| John | 2626 |
| Other values (474) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.053424623 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1198003 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Kristin |
|---|---|
| 2nd row | Anthony |
| 3rd row | Diana |
| 4th row | Debbie |
| 5th row | Debbie |
Common Values
| Value | Count | Frequency (%) |
| Michael | 5255 | 2.7% |
| David | 3252 | 1.6% |
| Jennifer | 3142 | 1.6% |
| Robert | 2805 | 1.4% |
| John | 2626 | 1.3% |
| Nicole | 2124 | 1.1% |
| Kevin | 2115 | 1.1% |
| James | 2093 | 1.1% |
| Daniel | 2075 | 1.0% |
| William | 1957 | 1.0% |
| Other values (469) | 170461 |
Length
| Value | Count | Frequency (%) |
| michael | 5255 | 2.7% |
| david | 3252 | 1.6% |
| jennifer | 3142 | 1.6% |
| robert | 2805 | 1.4% |
| john | 2626 | 1.3% |
| nicole | 2124 | 1.1% |
| kevin | 2115 | 1.1% |
| james | 2093 | 1.1% |
| daniel | 2075 | 1.0% |
| william | 1957 | 1.0% |
| Other values (469) | 170461 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 141751 | 11.8% |
| e | 125061 | 10.4% |
| i | 98176 | 8.2% |
| n | 93550 | 7.8% |
| r | 82797 | 6.9% |
| l | 71479 | 6.0% |
| h | 58627 | 4.9% |
| t | 48648 | 4.1% |
| o | 47601 | 4.0% |
| y | 41596 | 3.5% |
| Other values (40) | 388717 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1000098 | |
| Uppercase Letter | 197905 | 16.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 141751 | |
| e | 125061 | |
| i | 98176 | |
| n | 93550 | |
| r | 82797 | |
| l | 71479 | 7.1% |
| h | 58627 | 5.9% |
| t | 48648 | 4.9% |
| o | 47601 | 4.8% |
| y | 41596 | 4.2% |
| Other values (16) | 190812 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 27225 | |
| M | 19484 | |
| A | 18542 | |
| S | 15633 | 7.9% |
| C | 15348 | 7.8% |
| K | 15055 | 7.6% |
| D | 14423 | 7.3% |
| R | 11201 | 5.7% |
| T | 11150 | 5.6% |
| B | 8107 | 4.1% |
| Other values (14) | 41737 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1198003 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 141751 | 11.8% |
| e | 125061 | 10.4% |
| i | 98176 | 8.2% |
| n | 93550 | 7.8% |
| r | 82797 | 6.9% |
| l | 71479 | 6.0% |
| h | 58627 | 4.9% |
| t | 48648 | 4.1% |
| o | 47601 | 4.0% |
| y | 41596 | 3.5% |
| Other values (40) | 388717 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1198003 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 141751 | 11.8% |
| e | 125061 | 10.4% |
| i | 98176 | 8.2% |
| n | 93550 | 7.8% |
| r | 82797 | 6.9% |
| l | 71479 | 6.0% |
| h | 58627 | 4.9% |
| t | 48648 | 4.1% |
| o | 47601 | 4.0% |
| y | 41596 | 3.5% |
| Other values (40) | 388717 |
| Distinct | 715 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.4 MiB |
| Smith | 4420 |
|---|---|
| Jones | 3321 |
| Johnson | 3124 |
| Brown | 2080 |
| Williams | 1959 |
| Other values (710) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.065405119 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1200374 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 54 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Gentry |
|---|---|
| 2nd row | Taylor |
| 3rd row | Gray |
| 4th row | Jones |
| 5th row | Jones |
Common Values
| Value | Count | Frequency (%) |
| Smith | 4420 | 2.2% |
| Jones | 3321 | 1.7% |
| Johnson | 3124 | 1.6% |
| Brown | 2080 | 1.1% |
| Williams | 1959 | 1.0% |
| Harris | 1818 | 0.9% |
| Garcia | 1784 | 0.9% |
| Miller | 1662 | 0.8% |
| Rodriguez | 1609 | 0.8% |
| Thomas | 1607 | 0.8% |
| Other values (705) | 174521 |
Length
| Value | Count | Frequency (%) |
| smith | 4420 | 2.2% |
| jones | 3321 | 1.7% |
| johnson | 3124 | 1.6% |
| brown | 2080 | 1.1% |
| williams | 1959 | 1.0% |
| harris | 1818 | 0.9% |
| garcia | 1784 | 0.9% |
| miller | 1662 | 0.8% |
| rodriguez | 1609 | 0.8% |
| thomas | 1607 | 0.8% |
| Other values (705) | 174521 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 119486 | 10.0% |
| r | 102199 | 8.5% |
| n | 102044 | 8.5% |
| o | 99049 | 8.3% |
| a | 94599 | 7.9% |
| s | 68886 | 5.7% |
| l | 66431 | 5.5% |
| i | 63874 | 5.3% |
| t | 45615 | 3.8% |
| h | 31883 | 2.7% |
| Other values (41) | 406308 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1002469 | |
| Uppercase Letter | 197905 | 16.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 119486 | |
| r | 102199 | |
| n | 102044 | |
| o | 99049 | |
| a | 94599 | |
| s | 68886 | 6.9% |
| l | 66431 | 6.6% |
| i | 63874 | 6.4% |
| t | 45615 | 4.6% |
| h | 31883 | 3.2% |
| Other values (16) | 208403 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 19263 | 9.7% |
| S | 19106 | 9.7% |
| H | 17601 | 8.9% |
| R | 14518 | 7.3% |
| W | 14110 | 7.1% |
| B | 13773 | 7.0% |
| C | 12583 | 6.4% |
| P | 11913 | 6.0% |
| G | 11543 | 5.8% |
| J | 10654 | 5.4% |
| Other values (15) | 52841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1200374 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 119486 | 10.0% |
| r | 102199 | 8.5% |
| n | 102044 | 8.5% |
| o | 99049 | 8.3% |
| a | 94599 | 7.9% |
| s | 68886 | 5.7% |
| l | 66431 | 5.5% |
| i | 63874 | 5.3% |
| t | 45615 | 3.8% |
| h | 31883 | 2.7% |
| Other values (41) | 406308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1200374 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 119486 | 10.0% |
| r | 102199 | 8.5% |
| n | 102044 | 8.5% |
| o | 99049 | 8.3% |
| a | 94599 | 7.9% |
| s | 68886 | 5.7% |
| l | 66431 | 5.5% |
| i | 63874 | 5.3% |
| t | 45615 | 3.8% |
| h | 31883 | 2.7% |
| Other values (41) | 406308 |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 MiB |
| 43952 Caroline View | 310 |
|---|---|
| 01225 Navarro Center Apt. 116 | 278 |
| 6752 Joanna Parkway | 207 |
| 776 Diana Unions Apt. 503 | 207 |
| 920 Jose Mountain Suite 313 | 207 |
| Other values (2085) |
Length
| Max length | 36 |
|---|---|
| Median length | 30 |
| Mean length | 22.44974104 |
| Min length | 12 |
Characters and Unicode
| Total characters | 4442916 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 390 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 9548 Hooper Manors |
|---|---|
| 2nd row | 337 Robinson Oval |
| 3rd row | 82286 Cheryl Station |
| 4th row | 35710 Gary Summit |
| 5th row | 35710 Gary Summit |
Common Values
| Value | Count | Frequency (%) |
| 43952 Caroline View | 310 | 0.2% |
| 01225 Navarro Center Apt. 116 | 278 | 0.1% |
| 6752 Joanna Parkway | 207 | 0.1% |
| 776 Diana Unions Apt. 503 | 207 | 0.1% |
| 920 Jose Mountain Suite 313 | 207 | 0.1% |
| 33291 Christina Freeway | 207 | 0.1% |
| 364 Misty Islands Suite 079 | 206 | 0.1% |
| 8409 Wright Prairie Apt. 862 | 206 | 0.1% |
| 58202 Williams Plains Suite 698 | 206 | 0.1% |
| 64140 Nathan Bridge Suite 735 | 206 | 0.1% |
| Other values (2080) | 195665 |
Length
| Value | Count | Frequency (%) |
| apt | 50266 | 6.3% |
| suite | 49008 | 6.2% |
| michael | 3119 | 0.4% |
| trail | 2670 | 0.3% |
| james | 2628 | 0.3% |
| jennifer | 2476 | 0.3% |
| locks | 2440 | 0.3% |
| drive | 2311 | 0.3% |
| ports | 2253 | 0.3% |
| mission | 2244 | 0.3% |
| Other values (3178) | 672848 |
Most occurring characters
| Value | Count | Frequency (%) |
| 594358 | 13.4% | |
| e | 273330 | 6.2% |
| a | 220244 | 5.0% |
| i | 194501 | 4.4% |
| t | 192496 | 4.3% |
| r | 185417 | 4.2% |
| n | 158680 | 3.6% |
| s | 155340 | 3.5% |
| o | 145682 | 3.3% |
| l | 130420 | 2.9% |
| Other values (52) | 2192448 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2211438 | |
| Decimal Number | 1091770 | |
| Space Separator | 594358 | 13.4% |
| Uppercase Letter | 495084 | 11.1% |
| Other Punctuation | 50266 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 273330 | |
| a | 220244 | |
| i | 194501 | |
| t | 192496 | |
| r | 185417 | 8.4% |
| n | 158680 | 7.2% |
| s | 155340 | 7.0% |
| o | 145682 | 6.6% |
| l | 130420 | 5.9% |
| u | 90297 | 4.1% |
| Other values (16) | 465031 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 86949 | |
| A | 65797 | |
| C | 40282 | 8.1% |
| M | 34640 | 7.0% |
| P | 25061 | 5.1% |
| R | 24991 | 5.0% |
| J | 21702 | 4.4% |
| B | 21064 | 4.3% |
| L | 20935 | 4.2% |
| F | 19638 | 4.0% |
| Other values (14) | 134025 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 115543 | |
| 4 | 112911 | |
| 1 | 111498 | |
| 3 | 111270 | |
| 2 | 108910 | |
| 6 | 108627 | |
| 8 | 107798 | |
| 9 | 106409 | |
| 7 | 105336 | |
| 0 | 103468 |
Space Separator
| Value | Count | Frequency (%) |
| 594358 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 50266 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2706522 | |
| Common | 1736394 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 273330 | 10.1% |
| a | 220244 | 8.1% |
| i | 194501 | 7.2% |
| t | 192496 | 7.1% |
| r | 185417 | 6.9% |
| n | 158680 | 5.9% |
| s | 155340 | 5.7% |
| o | 145682 | 5.4% |
| l | 130420 | 4.8% |
| u | 90297 | 3.3% |
| Other values (40) | 960115 |
Common
| Value | Count | Frequency (%) |
| 594358 | ||
| 5 | 115543 | 6.7% |
| 4 | 112911 | 6.5% |
| 1 | 111498 | 6.4% |
| 3 | 111270 | 6.4% |
| 2 | 108910 | 6.3% |
| 6 | 108627 | 6.3% |
| 8 | 107798 | 6.2% |
| 9 | 106409 | 6.1% |
| 7 | 105336 | 6.1% |
| Other values (2) | 153734 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4442916 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 594358 | 13.4% | |
| e | 273330 | 6.2% |
| a | 220244 | 5.0% |
| i | 194501 | 4.4% |
| t | 192496 | 4.3% |
| r | 185417 | 4.2% |
| n | 158680 | 3.6% |
| s | 155340 | 3.5% |
| o | 145682 | 3.3% |
| l | 130420 | 2.9% |
| Other values (52) | 2192448 |
| Distinct | 1924 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 MiB |
| North Heather | 523 |
|---|---|
| Port David | 470 |
| West Matthew | 449 |
| New Megan | 380 |
| Williamstown | 373 |
| Other values (1919) |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 12.01830171 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2378482 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 340 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Sarahmouth |
|---|---|
| 2nd row | West Kevintown |
| 3rd row | Nathanport |
| 4th row | Davidbury |
| 5th row | Davidbury |
Common Values
| Value | Count | Frequency (%) |
| North Heather | 523 | 0.3% |
| Port David | 470 | 0.2% |
| West Matthew | 449 | 0.2% |
| New Megan | 380 | 0.2% |
| Williamstown | 373 | 0.2% |
| Smithmouth | 370 | 0.2% |
| Port Michael | 361 | 0.2% |
| Douglasfurt | 359 | 0.2% |
| North Daniel | 320 | 0.2% |
| Wilsonview | 312 | 0.2% |
| Other values (1914) | 193988 |
Length
| Value | Count | Frequency (%) |
| port | 14945 | 5.1% |
| north | 14247 | 4.9% |
| west | 13376 | 4.6% |
| lake | 12884 | 4.4% |
| east | 12758 | 4.4% |
| south | 12111 | 4.2% |
| new | 12078 | 4.2% |
| michael | 1368 | 0.5% |
| david | 1122 | 0.4% |
| matthew | 1021 | 0.4% |
| Other values (1641) | 194394 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 223797 | 9.4% |
| t | 193632 | 8.1% |
| r | 190821 | 8.0% |
| a | 181415 | 7.6% |
| o | 167361 | 7.0% |
| h | 141276 | 5.9% |
| n | 127565 | 5.4% |
| i | 119285 | 5.0% |
| s | 109225 | 4.6% |
| 92399 | 3.9% | |
| Other values (40) | 831706 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1995779 | |
| Uppercase Letter | 290304 | 12.2% |
| Space Separator | 92399 | 3.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 223797 | |
| t | 193632 | |
| r | 190821 | |
| a | 181415 | 9.1% |
| o | 167361 | 8.4% |
| h | 141276 | 7.1% |
| n | 127565 | 6.4% |
| i | 119285 | 6.0% |
| s | 109225 | 5.5% |
| l | 84057 | 4.2% |
| Other values (16) | 457345 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 30953 | |
| S | 30404 | |
| J | 24666 | 8.5% |
| W | 21204 | 7.3% |
| M | 20500 | 7.1% |
| P | 20333 | 7.0% |
| L | 20322 | 7.0% |
| E | 17652 | 6.1% |
| C | 16894 | 5.8% |
| D | 13672 | 4.7% |
| Other values (13) | 73704 |
Space Separator
| Value | Count | Frequency (%) |
| 92399 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2286083 | |
| Common | 92399 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 223797 | 9.8% |
| t | 193632 | 8.5% |
| r | 190821 | 8.3% |
| a | 181415 | 7.9% |
| o | 167361 | 7.3% |
| h | 141276 | 6.2% |
| n | 127565 | 5.6% |
| i | 119285 | 5.2% |
| s | 109225 | 4.8% |
| l | 84057 | 3.7% |
| Other values (39) | 747649 |
Common
| Value | Count | Frequency (%) |
| 92399 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2378482 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 223797 | 9.4% |
| t | 193632 | 8.1% |
| r | 190821 | 8.0% |
| a | 181415 | 7.6% |
| o | 167361 | 7.0% |
| h | 141276 | 5.9% |
| n | 127565 | 5.4% |
| i | 119285 | 5.0% |
| s | 109225 | 4.6% |
| 92399 | 3.9% | |
| Other values (40) | 831706 |
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 MiB |
| WV | 5193 |
|---|---|
| TN | 5102 |
| UT | 4853 |
| KS | 4772 |
| NY | 4659 |
| Other values (46) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 395810 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IA |
|---|---|
| 2nd row | NM |
| 3rd row | MS |
| 4th row | RI |
| 5th row | RI |
Common Values
| Value | Count | Frequency (%) |
| WV | 5193 | 2.6% |
| TN | 5102 | 2.6% |
| UT | 4853 | 2.5% |
| KS | 4772 | 2.4% |
| NY | 4659 | 2.4% |
| CT | 4620 | 2.3% |
| HI | 4614 | 2.3% |
| MO | 4597 | 2.3% |
| SC | 4542 | 2.3% |
| NE | 4530 | 2.3% |
| Other values (41) | 150423 |
Length
| Value | Count | Frequency (%) |
| wv | 5193 | 2.6% |
| tn | 5102 | 2.6% |
| ut | 4853 | 2.5% |
| ks | 4772 | 2.4% |
| ny | 4659 | 2.4% |
| ct | 4620 | 2.3% |
| hi | 4614 | 2.3% |
| mo | 4597 | 2.3% |
| sc | 4542 | 2.3% |
| ne | 4530 | 2.3% |
| Other values (41) | 150423 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 44356 | 11.2% |
| A | 42484 | 10.7% |
| M | 34633 | 8.7% |
| I | 28958 | 7.3% |
| C | 24897 | 6.3% |
| T | 24695 | 6.2% |
| D | 23943 | 6.0% |
| O | 20485 | 5.2% |
| S | 17752 | 4.5% |
| V | 16171 | 4.1% |
| Other values (14) | 117436 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 395810 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 44356 | 11.2% |
| A | 42484 | 10.7% |
| M | 34633 | 8.7% |
| I | 28958 | 7.3% |
| C | 24897 | 6.3% |
| T | 24695 | 6.2% |
| D | 23943 | 6.0% |
| O | 20485 | 5.2% |
| S | 17752 | 4.5% |
| V | 16171 | 4.1% |
| Other values (14) | 117436 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 395810 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 44356 | 11.2% |
| A | 42484 | 10.7% |
| M | 34633 | 8.7% |
| I | 28958 | 7.3% |
| C | 24897 | 6.3% |
| T | 24695 | 6.2% |
| D | 23943 | 6.0% |
| O | 20485 | 5.2% |
| S | 17752 | 4.5% |
| V | 16171 | 4.1% |
| Other values (14) | 117436 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 395810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 44356 | 11.2% |
| A | 42484 | 10.7% |
| M | 34633 | 8.7% |
| I | 28958 | 7.3% |
| C | 24897 | 6.3% |
| T | 24695 | 6.2% |
| D | 23943 | 6.0% |
| O | 20485 | 5.2% |
| S | 17752 | 4.5% |
| V | 16171 | 4.1% |
| Other values (14) | 117436 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 MiB |
| US |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 395810 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| US | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| us | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 395810 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 395810 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 395810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
zip_orig
Real number (ℝ≥0)
| Distinct | 2072 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50396.09035 |
| Minimum | 506 |
|---|---|
| Maximum | 99947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 506 |
|---|---|
| 5-th percentile | 6309 |
| Q1 | 25849 |
| median | 49408 |
| Q3 | 75606 |
| 95-th percentile | 94947 |
| Maximum | 99947 |
| Range | 99441 |
| Interquartile range (IQR) | 49757 |
Descriptive statistics
| Standard deviation | 28565.76163 |
|---|---|
| Coefficient of variation (CV) | 0.5668249548 |
| Kurtosis | -1.196568599 |
| Mean | 50396.09035 |
| Median Absolute Deviation (MAD) | 25057 |
| Skewness | 0.03126071938 |
| Sum | 9973638261 |
| Variance | 816002737.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61527 | 310 | 0.2% |
| 26692 | 306 | 0.2% |
| 49050 | 278 | 0.1% |
| 37074 | 278 | 0.1% |
| 90488 | 271 | 0.1% |
| 31983 | 264 | 0.1% |
| 56532 | 258 | 0.1% |
| 10641 | 208 | 0.1% |
| 98438 | 207 | 0.1% |
| 71374 | 207 | 0.1% |
| Other values (2062) | 195318 |
| Value | Count | Frequency (%) |
| 506 | 152 | |
| 608 | 104 | |
| 612 | 1 | < 0.1% |
| 751 | 1 | < 0.1% |
| 759 | 171 | |
| 886 | 103 | |
| 901 | 98 | |
| 922 | 103 | |
| 931 | 1 | < 0.1% |
| 997 | 103 |
| Value | Count | Frequency (%) |
| 99947 | 104 | |
| 99873 | 198 | |
| 99868 | 207 | |
| 99849 | 103 | |
| 99757 | 104 | |
| 99669 | 1 | < 0.1% |
| 99654 | 103 | |
| 99489 | 104 | |
| 99461 | 103 | |
| 99396 | 159 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 MiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.012607059 |
| Min length | 4 |
Characters and Unicode
| Total characters | 992020 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 100200 | |
| Male | 97705 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| female | 100200 | |
| male | 97705 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 298105 | |
| a | 197905 | |
| l | 197905 | |
| F | 100200 | 10.1% |
| m | 100200 | 10.1% |
| M | 97705 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 794115 | |
| Uppercase Letter | 197905 | 19.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 298105 | |
| a | 197905 | |
| l | 197905 | |
| m | 100200 | 12.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 100200 | |
| M | 97705 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 992020 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 298105 | |
| a | 197905 | |
| l | 197905 | |
| F | 100200 | 10.1% |
| m | 100200 | 10.1% |
| M | 97705 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 992020 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 298105 | |
| a | 197905 | |
| l | 197905 | |
| F | 100200 | 10.1% |
| m | 100200 | 10.1% |
| M | 97705 | 9.8% |
| Distinct | 2039 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.2 MiB |
| 2000-12-20 | 310 |
|---|---|
| 1980-03-09 | 300 |
| 1987-06-11 | 278 |
| 1993-03-12 | 268 |
| 1966-02-08 | 265 |
| Other values (2034) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1979050 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 370 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1915-09-20 |
|---|---|
| 2nd row | 1964-07-31 |
| 3rd row | 1908-03-01 |
| 4th row | 1987-05-28 |
| 5th row | 1987-05-28 |
Common Values
| Value | Count | Frequency (%) |
| 2000-12-20 | 310 | 0.2% |
| 1980-03-09 | 300 | 0.2% |
| 1987-06-11 | 278 | 0.1% |
| 1993-03-12 | 268 | 0.1% |
| 1966-02-08 | 265 | 0.1% |
| 1941-08-23 | 263 | 0.1% |
| 2013-04-28 | 251 | 0.1% |
| 1984-12-06 | 237 | 0.1% |
| 1994-03-22 | 234 | 0.1% |
| 1979-03-23 | 231 | 0.1% |
| Other values (2029) | 195268 |
Length
| Value | Count | Frequency (%) |
| 2000-12-20 | 310 | 0.2% |
| 1980-03-09 | 300 | 0.2% |
| 1987-06-11 | 278 | 0.1% |
| 1993-03-12 | 268 | 0.1% |
| 1966-02-08 | 265 | 0.1% |
| 1941-08-23 | 263 | 0.1% |
| 2013-04-28 | 251 | 0.1% |
| 1984-12-06 | 237 | 0.1% |
| 1994-03-22 | 234 | 0.1% |
| 1979-03-23 | 231 | 0.1% |
| Other values (2029) | 195268 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 395810 | |
| 1 | 383431 | |
| 0 | 325949 | |
| 9 | 239096 | |
| 2 | 201102 | |
| 3 | 80444 | 4.1% |
| 7 | 77012 | 3.9% |
| 4 | 71211 | 3.6% |
| 5 | 70900 | 3.6% |
| 8 | 69204 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1583240 | |
| Dash Punctuation | 395810 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 383431 | |
| 0 | 325949 | |
| 9 | 239096 | |
| 2 | 201102 | |
| 3 | 80444 | 5.1% |
| 7 | 77012 | 4.9% |
| 4 | 71211 | 4.5% |
| 5 | 70900 | 4.5% |
| 8 | 69204 | 4.4% |
| 6 | 64891 | 4.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 395810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1979050 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 395810 | |
| 1 | 383431 | |
| 0 | 325949 | |
| 9 | 239096 | |
| 2 | 201102 | |
| 3 | 80444 | 4.1% |
| 7 | 77012 | 3.9% |
| 4 | 71211 | 3.6% |
| 5 | 70900 | 3.6% |
| 8 | 69204 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1979050 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 395810 | |
| 1 | 383431 | |
| 0 | 325949 | |
| 9 | 239096 | |
| 2 | 201102 | |
| 3 | 80444 | 4.1% |
| 7 | 77012 | 3.9% |
| 4 | 71211 | 3.6% |
| 5 | 70900 | 3.6% |
| 8 | 69204 | 3.5% |
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| 163-03-5043 | 310 |
|---|---|
| 150-86-0169 | 278 |
| 324-13-1462 | 207 |
| 700-35-1496 | 207 |
| 723-87-1156 | 207 |
| Other values (2085) |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 2176955 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 390 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 054-77-5471 |
|---|---|
| 2nd row | 081-98-1984 |
| 3rd row | 791-54-9738 |
| 4th row | 850-93-3097 |
| 5th row | 850-93-3097 |
Common Values
| Value | Count | Frequency (%) |
| 163-03-5043 | 310 | 0.2% |
| 150-86-0169 | 278 | 0.1% |
| 324-13-1462 | 207 | 0.1% |
| 700-35-1496 | 207 | 0.1% |
| 723-87-1156 | 207 | 0.1% |
| 712-09-6563 | 207 | 0.1% |
| 550-55-1944 | 206 | 0.1% |
| 497-97-6488 | 206 | 0.1% |
| 063-02-5690 | 206 | 0.1% |
| 893-78-8351 | 206 | 0.1% |
| Other values (2080) | 195665 |
Length
| Value | Count | Frequency (%) |
| 163-03-5043 | 310 | 0.2% |
| 150-86-0169 | 278 | 0.1% |
| 324-13-1462 | 207 | 0.1% |
| 712-09-6563 | 207 | 0.1% |
| 700-35-1496 | 207 | 0.1% |
| 723-87-1156 | 207 | 0.1% |
| 691-96-0031 | 206 | 0.1% |
| 550-55-1944 | 206 | 0.1% |
| 584-23-1806 | 206 | 0.1% |
| 022-09-1662 | 206 | 0.1% |
| Other values (2080) | 195665 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 395810 | |
| 5 | 187675 | |
| 2 | 183567 | |
| 0 | 183258 | |
| 4 | 181244 | |
| 7 | 179684 | |
| 8 | 177008 | |
| 3 | 175816 | |
| 6 | 173955 | |
| 1 | 171246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1781145 | |
| Dash Punctuation | 395810 | 18.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 187675 | |
| 2 | 183567 | |
| 0 | 183258 | |
| 4 | 181244 | |
| 7 | 179684 | |
| 8 | 177008 | |
| 3 | 175816 | |
| 6 | 173955 | |
| 1 | 171246 | |
| 9 | 167692 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 395810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2176955 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 395810 | |
| 5 | 187675 | |
| 2 | 183567 | |
| 0 | 183258 | |
| 4 | 181244 | |
| 7 | 179684 | |
| 8 | 177008 | |
| 3 | 175816 | |
| 6 | 173955 | |
| 1 | 171246 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2176955 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 395810 | |
| 5 | 187675 | |
| 2 | 183567 | |
| 0 | 183258 | |
| 4 | 181244 | |
| 7 | 179684 | |
| 8 | 177008 | |
| 3 | 175816 | |
| 6 | 173955 | |
| 1 | 171246 |
lon_orig
Real number (ℝ)
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.996455728 |
| Minimum | -179.916516 |
|---|---|
| Maximum | 179.828172 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 99532 |
| Negative (%) | 50.3% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -179.916516 |
|---|---|
| 5-th percentile | -166.253318 |
| Q1 | -89.615312 |
| median | -1.881417 |
| Q3 | 85.797743 |
| 95-th percentile | 159.886936 |
| Maximum | 179.828172 |
| Range | 359.744688 |
| Interquartile range (IQR) | 175.413055 |
Descriptive statistics
| Standard deviation | 104.1711113 |
|---|---|
| Coefficient of variation (CV) | -34.76477569 |
| Kurtosis | -1.183976737 |
| Mean | -2.996455728 |
| Median Absolute Deviation (MAD) | 87.733895 |
| Skewness | 0.003815692959 |
| Sum | -593013.5709 |
| Variance | 10851.62042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -111.880543 | 310 | 0.2% |
| 169.915619 | 278 | 0.1% |
| -59.699465 | 207 | 0.1% |
| -82.055478 | 207 | 0.1% |
| 146.085866 | 207 | 0.1% |
| 126.682414 | 207 | 0.1% |
| -151.330069 | 206 | 0.1% |
| -58.547696 | 206 | 0.1% |
| 132.920961 | 206 | 0.1% |
| 1.971809 | 206 | 0.1% |
| Other values (2080) | 195665 |
| Value | Count | Frequency (%) |
| -179.916516 | 103 | |
| -179.8151 | 178 | |
| -179.748656 | 103 | |
| -179.655478 | 103 | |
| -179.626986 | 104 | |
| -179.561921 | 1 | < 0.1% |
| -179.415897 | 103 | |
| -179.300152 | 103 | |
| -178.894869 | 104 | |
| -178.836291 | 157 |
| Value | Count | Frequency (%) |
| 179.828172 | 103 | |
| 179.622035 | 1 | < 0.1% |
| 179.306605 | 103 | |
| 179.087506 | 103 | |
| 179.067958 | 103 | |
| 178.966125 | 1 | < 0.1% |
| 178.800968 | 103 | |
| 178.665559 | 138 | |
| 178.516101 | 104 | |
| 178.332807 | 1 | < 0.1% |
lat_orig
Real number (ℝ)
| Distinct | 2090 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.716914727 |
| Minimum | -89.9007205 |
|---|---|
| Maximum | 89.990594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 101507 |
| Negative (%) | 51.3% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -89.9007205 |
|---|---|
| 5-th percentile | -81.3917675 |
| Q1 | -48.03048 |
| median | -2.073738 |
| Q3 | 44.8270885 |
| 95-th percentile | 80.655307 |
| Maximum | 89.990594 |
| Range | 179.8913145 |
| Interquartile range (IQR) | 92.8575685 |
Descriptive statistics
| Standard deviation | 52.30936772 |
|---|---|
| Coefficient of variation (CV) | -30.46707382 |
| Kurtosis | -1.226833804 |
| Mean | -1.716914727 |
| Median Absolute Deviation (MAD) | 46.1556405 |
| Skewness | 0.03914792872 |
| Sum | -339786.009 |
| Variance | 2736.269952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -85.03082 | 310 | 0.2% |
| -57.380361 | 278 | 0.1% |
| 71.815678 | 207 | 0.1% |
| -33.9602725 | 207 | 0.1% |
| 51.8139515 | 207 | 0.1% |
| 43.6196455 | 207 | 0.1% |
| -75.6182255 | 206 | 0.1% |
| -18.68243 | 206 | 0.1% |
| 46.9042895 | 206 | 0.1% |
| -86.9604935 | 206 | 0.1% |
| Other values (2080) | 195665 |
| Value | Count | Frequency (%) |
| -89.9007205 | 110 | |
| -89.8762145 | 113 | |
| -89.766022 | 103 | |
| -89.7646755 | 103 | |
| -89.611902 | 103 | |
| -89.474081 | 103 | |
| -89.426548 | 1 | < 0.1% |
| -89.3783585 | 103 | |
| -89.187009 | 127 | |
| -89.174158 | 103 |
| Value | Count | Frequency (%) |
| 89.990594 | 1 | < 0.1% |
| 89.7979395 | 103 | |
| 89.7701185 | 1 | < 0.1% |
| 89.7183295 | 175 | |
| 89.689003 | 116 | |
| 89.5224205 | 103 | |
| 89.36215 | 1 | < 0.1% |
| 89.193606 | 103 | |
| 89.1800835 | 161 | |
| 89.0869825 | 1 | < 0.1% |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 569.6764811 |
| Minimum | 0 |
|---|---|
| Maximum | 11991 |
| Zeros | 21 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 24 |
| median | 53 |
| Q3 | 191 |
| 95-th percentile | 4149 |
| Maximum | 11991 |
| Range | 11991 |
| Interquartile range (IQR) | 167 |
Descriptive statistics
| Standard deviation | 1695.983714 |
|---|---|
| Coefficient of variation (CV) | 2.977099757 |
| Kurtosis | 19.95378574 |
| Mean | 569.6764811 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 4.364975752 |
| Sum | 112741824 |
| Variance | 2876360.758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 3563 | 1.8% |
| 20 | 3263 | 1.6% |
| 13 | 3210 | 1.6% |
| 14 | 3103 | 1.6% |
| 27 | 3017 | 1.5% |
| 17 | 2953 | 1.5% |
| 24 | 2917 | 1.5% |
| 23 | 2917 | 1.5% |
| 18 | 2800 | 1.4% |
| 12 | 2682 | 1.4% |
| Other values (4067) | 167480 |
| Value | Count | Frequency (%) |
| 0 | 21 | < 0.1% |
| 1 | 293 | 0.1% |
| 2 | 420 | 0.2% |
| 3 | 1342 | |
| 4 | 859 | |
| 5 | 1295 | |
| 6 | 1378 | |
| 7 | 1746 | |
| 8 | 1659 | |
| 9 | 1563 |
| Value | Count | Frequency (%) |
| 11991 | 1 | < 0.1% |
| 11990 | 1 | < 0.1% |
| 11974 | 1 | < 0.1% |
| 11876 | 3 | < 0.1% |
| 11871 | 1 | < 0.1% |
| 11858 | 1 | < 0.1% |
| 11840 | 1 | < 0.1% |
| 11822 | 70 | |
| 11746 | 1 | < 0.1% |
| 11702 | 1 | < 0.1% |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.1 MiB |
| C_25 | 3563 |
|---|---|
| C_20 | 3263 |
| C_13 | 3210 |
| C_14 | 3103 |
| C_27 | 3017 |
| Other values (4072) |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.419332508 |
| Min length | 3 |
Characters and Unicode
| Total characters | 874608 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1462 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | C_170 |
|---|---|
| 2nd row | C_23 |
| 3rd row | C_12 |
| 4th row | C_6503 |
| 5th row | C_6503 |
Common Values
| Value | Count | Frequency (%) |
| C_25 | 3563 | 1.8% |
| C_20 | 3263 | 1.6% |
| C_13 | 3210 | 1.6% |
| C_14 | 3103 | 1.6% |
| C_27 | 3017 | 1.5% |
| C_17 | 2953 | 1.5% |
| C_23 | 2917 | 1.5% |
| C_24 | 2917 | 1.5% |
| C_18 | 2800 | 1.4% |
| C_12 | 2682 | 1.4% |
| Other values (4067) | 167480 |
Length
| Value | Count | Frequency (%) |
| c_25 | 3563 | 1.8% |
| c_20 | 3263 | 1.6% |
| c_13 | 3210 | 1.6% |
| c_14 | 3103 | 1.6% |
| c_27 | 3017 | 1.5% |
| c_17 | 2953 | 1.5% |
| c_23 | 2917 | 1.5% |
| c_24 | 2917 | 1.5% |
| c_18 | 2800 | 1.4% |
| c_12 | 2682 | 1.4% |
| Other values (4067) | 167480 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 197905 | |
| _ | 197905 | |
| 1 | 88710 | |
| 2 | 67842 | 7.8% |
| 3 | 53856 | 6.2% |
| 4 | 51552 | 5.9% |
| 5 | 42801 | 4.9% |
| 6 | 38604 | 4.4% |
| 7 | 36673 | 4.2% |
| 9 | 33151 | 3.8% |
| Other values (2) | 65609 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 478798 | |
| Uppercase Letter | 197905 | |
| Connector Punctuation | 197905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 88710 | |
| 2 | 67842 | |
| 3 | 53856 | |
| 4 | 51552 | |
| 5 | 42801 | |
| 6 | 38604 | |
| 7 | 36673 | |
| 9 | 33151 | 6.9% |
| 8 | 33148 | 6.9% |
| 0 | 32461 | 6.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 197905 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 676703 | |
| Latin | 197905 | 22.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 197905 | |
| 1 | 88710 | |
| 2 | 67842 | 10.0% |
| 3 | 53856 | 8.0% |
| 4 | 51552 | 7.6% |
| 5 | 42801 | 6.3% |
| 6 | 38604 | 5.7% |
| 7 | 36673 | 5.4% |
| 9 | 33151 | 4.9% |
| 8 | 33148 | 4.9% |
Latin
| Value | Count | Frequency (%) |
| C | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 874608 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 197905 | |
| _ | 197905 | |
| 1 | 88710 | |
| 2 | 67842 | 7.8% |
| 3 | 53856 | 6.2% |
| 4 | 51552 | 5.9% |
| 5 | 42801 | 4.9% |
| 6 | 38604 | 4.4% |
| 7 | 36673 | 4.2% |
| 9 | 33151 | 3.8% |
| Other values (2) | 65609 | 7.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| I |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I |
|---|---|
| 2nd row | I |
| 3rd row | I |
| 4th row | I |
| 5th row | I |
Common Values
| Value | Count | Frequency (%) |
| I | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| i | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 197905 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197905 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| A |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| a | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 197905 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197905 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.8 MiB |
| USD |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 593715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| usd | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 593715 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 593715 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 593715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 | |
| D | 197905 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 162053 | |
| True | 35852 | 18.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 197905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 197905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 197905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 197905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 197905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 197905 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 MiB |
| 1000000 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1385335 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1000000 |
|---|---|
| 2nd row | 1000000 |
| 3rd row | 1000000 |
| 4th row | 1000000 |
| 5th row | 1000000 |
Common Values
| Value | Count | Frequency (%) |
| 1000000 | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1000000 | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385335 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385335 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385335 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1187430 | |
| 1 | 197905 | 14.3% |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74310.10622 |
| Minimum | 50001.55 |
|---|---|
| Maximum | 99999.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 50001.55 |
|---|---|
| 5-th percentile | 52405.77 |
| Q1 | 62535.57 |
| median | 71210.53 |
| Q3 | 88048.5 |
| 95-th percentile | 97896.53 |
| Maximum | 99999.31 |
| Range | 49997.76 |
| Interquartile range (IQR) | 25512.93 |
Descriptive statistics
| Standard deviation | 14760.15747 |
|---|---|
| Coefficient of variation (CV) | 0.198629207 |
| Kurtosis | -1.211244726 |
| Mean | 74310.10622 |
| Median Absolute Deviation (MAD) | 13116.03 |
| Skewness | 0.1628954081 |
| Sum | 1.470634157 × 1010 |
| Variance | 217862248.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67858.54 | 3563 | 1.8% |
| 51562.38 | 3263 | 1.6% |
| 64631.3 | 3210 | 1.6% |
| 97896.53 | 3103 | 1.6% |
| 56983.45 | 3017 | 1.5% |
| 62535.57 | 2953 | 1.5% |
| 89199.14 | 2917 | 1.5% |
| 91434.67 | 2917 | 1.5% |
| 62618.6 | 2800 | 1.4% |
| 52909.53 | 2682 | 1.4% |
| Other values (4067) | 167480 |
| Value | Count | Frequency (%) |
| 50001.55 | 2 | < 0.1% |
| 50003.89 | 5 | < 0.1% |
| 50020.25 | 5 | < 0.1% |
| 50028.14 | 5 | < 0.1% |
| 50034.04 | 1 | < 0.1% |
| 50050 | 2 | < 0.1% |
| 50057.7 | 8 | |
| 50058.6 | 1 | < 0.1% |
| 50066.61 | 2 | < 0.1% |
| 50070.54 | 17 |
| Value | Count | Frequency (%) |
| 99999.31 | 7 | < 0.1% |
| 99994.47 | 2 | < 0.1% |
| 99984.68 | 10 | < 0.1% |
| 99961.38 | 2 | < 0.1% |
| 99951.81 | 4 | < 0.1% |
| 99932.76 | 14 | < 0.1% |
| 99928.3 | 11 | < 0.1% |
| 99918.74 | 107 | |
| 99915.4 | 1 | < 0.1% |
| 99868.47 | 168 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 MiB |
| bank |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 791620 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | bank |
|---|---|
| 2nd row | bank |
| 3rd row | bank |
| 4th row | bank |
| 5th row | bank |
Common Values
| Value | Count | Frequency (%) |
| bank | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| bank | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 791620 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 791620 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 791620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 197905 | |
| a | 197905 | |
| n | 197905 | |
| k | 197905 |
| Distinct | 582 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.4 MiB |
| Michael | 11473 |
|---|---|
| John | 6963 |
| Joseph | 5359 |
| Ashley | 4426 |
| Thomas | 4203 |
| Other values (577) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.067451555 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1200779 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Rachel |
|---|---|
| 2nd row | Angel |
| 3rd row | Brett |
| 4th row | Megan |
| 5th row | Megan |
Common Values
| Value | Count | Frequency (%) |
| Michael | 11473 | 5.8% |
| John | 6963 | 3.5% |
| Joseph | 5359 | 2.7% |
| Ashley | 4426 | 2.2% |
| Thomas | 4203 | 2.1% |
| Steven | 4026 | 2.0% |
| Dawn | 3752 | 1.9% |
| Julie | 3595 | 1.8% |
| David | 3176 | 1.6% |
| Patrick | 3125 | 1.6% |
| Other values (572) | 147807 |
Length
| Value | Count | Frequency (%) |
| michael | 11473 | 5.8% |
| john | 6963 | 3.5% |
| joseph | 5359 | 2.7% |
| ashley | 4426 | 2.2% |
| thomas | 4203 | 2.1% |
| steven | 4026 | 2.0% |
| dawn | 3752 | 1.9% |
| julie | 3595 | 1.8% |
| david | 3176 | 1.6% |
| patrick | 3125 | 1.6% |
| Other values (572) | 147807 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 137074 | 11.4% |
| a | 129621 | 10.8% |
| n | 99432 | 8.3% |
| i | 90468 | 7.5% |
| r | 71759 | 6.0% |
| l | 71393 | 5.9% |
| h | 69395 | 5.8% |
| t | 62319 | 5.2% |
| o | 52251 | 4.4% |
| s | 44217 | 3.7% |
| Other values (40) | 372850 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1002874 | |
| Uppercase Letter | 197905 | 16.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 137074 | |
| a | 129621 | |
| n | 99432 | |
| i | 90468 | |
| r | 71759 | |
| l | 71393 | |
| h | 69395 | 6.9% |
| t | 62319 | 6.2% |
| o | 52251 | 5.2% |
| s | 44217 | 4.4% |
| Other values (16) | 174945 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 29022 | |
| M | 22261 | |
| A | 20764 | |
| D | 17195 | |
| C | 13598 | 6.9% |
| S | 13251 | 6.7% |
| B | 12256 | 6.2% |
| T | 11107 | 5.6% |
| R | 10740 | 5.4% |
| K | 9860 | 5.0% |
| Other values (14) | 37851 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1200779 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 137074 | 11.4% |
| a | 129621 | 10.8% |
| n | 99432 | 8.3% |
| i | 90468 | 7.5% |
| r | 71759 | 6.0% |
| l | 71393 | 5.9% |
| h | 69395 | 5.8% |
| t | 62319 | 5.2% |
| o | 52251 | 4.4% |
| s | 44217 | 3.7% |
| Other values (40) | 372850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1200779 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 137074 | 11.4% |
| a | 129621 | 10.8% |
| n | 99432 | 8.3% |
| i | 90468 | 7.5% |
| r | 71759 | 6.0% |
| l | 71393 | 5.9% |
| h | 69395 | 5.8% |
| t | 62319 | 5.2% |
| o | 52251 | 4.4% |
| s | 44217 | 3.7% |
| Other values (40) | 372850 |
| Distinct | 874 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.4 MiB |
| Fisher | 6240 |
|---|---|
| Jones | 4497 |
| Moore | 4455 |
| Smith | 4293 |
| Ellis | 4267 |
| Other values (869) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 5.867678937 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1161243 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 54 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Doyle |
|---|---|
| 2nd row | Fisher |
| 3rd row | Kerr |
| 4th row | Perry |
| 5th row | Perry |
Common Values
| Value | Count | Frequency (%) |
| Fisher | 6240 | 3.2% |
| Jones | 4497 | 2.3% |
| Moore | 4455 | 2.3% |
| Smith | 4293 | 2.2% |
| Ellis | 4267 | 2.2% |
| Irwin | 3574 | 1.8% |
| Garcia | 3416 | 1.7% |
| West | 3353 | 1.7% |
| White | 3235 | 1.6% |
| Strong | 3148 | 1.6% |
| Other values (864) | 157427 |
Length
| Value | Count | Frequency (%) |
| fisher | 6240 | 3.2% |
| jones | 4497 | 2.3% |
| moore | 4455 | 2.3% |
| smith | 4293 | 2.2% |
| ellis | 4267 | 2.2% |
| irwin | 3574 | 1.8% |
| garcia | 3416 | 1.7% |
| west | 3353 | 1.7% |
| white | 3235 | 1.6% |
| strong | 3148 | 1.6% |
| Other values (864) | 157427 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 116768 | 10.1% |
| r | 104917 | 9.0% |
| n | 99983 | 8.6% |
| a | 97635 | 8.4% |
| o | 81194 | 7.0% |
| i | 67050 | 5.8% |
| l | 65195 | 5.6% |
| s | 61730 | 5.3% |
| t | 46085 | 4.0% |
| h | 35095 | 3.0% |
| Other values (41) | 385591 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 963338 | |
| Uppercase Letter | 197905 | 17.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 116768 | |
| r | 104917 | |
| n | 99983 | |
| a | 97635 | |
| o | 81194 | |
| i | 67050 | 7.0% |
| l | 65195 | 6.8% |
| s | 61730 | 6.4% |
| t | 46085 | 4.8% |
| h | 35095 | 3.6% |
| Other values (16) | 187686 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 17617 | 8.9% |
| S | 16562 | 8.4% |
| G | 16210 | 8.2% |
| H | 14159 | 7.2% |
| C | 13858 | 7.0% |
| F | 13816 | 7.0% |
| W | 12603 | 6.4% |
| B | 12580 | 6.4% |
| P | 10533 | 5.3% |
| T | 8661 | 4.4% |
| Other values (15) | 61306 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1161243 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 116768 | 10.1% |
| r | 104917 | 9.0% |
| n | 99983 | 8.6% |
| a | 97635 | 8.4% |
| o | 81194 | 7.0% |
| i | 67050 | 5.8% |
| l | 65195 | 5.6% |
| s | 61730 | 5.3% |
| t | 46085 | 4.0% |
| h | 35095 | 3.0% |
| Other values (41) | 385591 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1161243 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 116768 | 10.1% |
| r | 104917 | 9.0% |
| n | 99983 | 8.6% |
| a | 97635 | 8.4% |
| o | 81194 | 7.0% |
| i | 67050 | 5.8% |
| l | 65195 | 5.6% |
| s | 61730 | 5.3% |
| t | 46085 | 4.0% |
| h | 35095 | 3.0% |
| Other values (41) | 385591 |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 MiB |
| 37582 Ford Route Apt. 734 | 3563 |
|---|---|
| 3751 Rachel Canyon Suite 408 | 3263 |
| 45229 Drake Route Apt. 113 | 3210 |
| 263 Wilson View Apt. 873 | 3103 |
| 16448 Audrey Road | 3017 |
| Other values (4072) |
Length
| Max length | 36 |
|---|---|
| Median length | 31 |
| Mean length | 22.66637023 |
| Min length | 12 |
Characters and Unicode
| Total characters | 4485788 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1462 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 27020 Ashley Springs Apt. 150 |
|---|---|
| 2nd row | 35833 Kelly Manor |
| 3rd row | 29456 Kelly Neck Apt. 042 |
| 4th row | 0952 Kevin Village Apt. 324 |
| 5th row | 0952 Kevin Village Apt. 324 |
Common Values
| Value | Count | Frequency (%) |
| 37582 Ford Route Apt. 734 | 3563 | 1.8% |
| 3751 Rachel Canyon Suite 408 | 3263 | 1.6% |
| 45229 Drake Route Apt. 113 | 3210 | 1.6% |
| 263 Wilson View Apt. 873 | 3103 | 1.6% |
| 16448 Audrey Road | 3017 | 1.5% |
| 8967 Lawson Fort | 2953 | 1.5% |
| 35833 Kelly Manor | 2917 | 1.5% |
| 37580 Ortiz Mall Suite 735 | 2917 | 1.5% |
| 45007 Thomas Way | 2800 | 1.4% |
| 29456 Kelly Neck Apt. 042 | 2682 | 1.4% |
| Other values (4067) | 167480 |
Length
| Value | Count | Frequency (%) |
| apt | 56258 | 7.1% |
| suite | 44604 | 5.6% |
| jennifer | 7437 | 0.9% |
| route | 6889 | 0.9% |
| canyon | 6300 | 0.8% |
| squares | 6257 | 0.8% |
| kelly | 6015 | 0.8% |
| road | 4493 | 0.6% |
| ford | 4025 | 0.5% |
| wilson | 3798 | 0.5% |
| Other values (4803) | 649363 |
Most occurring characters
| Value | Count | Frequency (%) |
| 597534 | 13.3% | |
| e | 284098 | 6.3% |
| a | 212197 | 4.7% |
| t | 196414 | 4.4% |
| r | 188157 | 4.2% |
| i | 171641 | 3.8% |
| n | 164156 | 3.7% |
| s | 148770 | 3.3% |
| o | 147659 | 3.3% |
| 5 | 136075 | 3.0% |
| Other values (53) | 2239087 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2207163 | |
| Decimal Number | 1128161 | |
| Space Separator | 597534 | 13.3% |
| Uppercase Letter | 496672 | 11.1% |
| Other Punctuation | 56258 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 284098 | |
| a | 212197 | |
| t | 196414 | |
| r | 188157 | 8.5% |
| i | 171641 | 7.8% |
| n | 164156 | 7.4% |
| s | 148770 | 6.7% |
| o | 147659 | 6.7% |
| l | 131682 | 6.0% |
| u | 90218 | 4.1% |
| Other values (16) | 472171 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 82071 | |
| A | 77433 | |
| R | 34465 | 6.9% |
| M | 32364 | 6.5% |
| C | 30597 | 6.2% |
| T | 25029 | 5.0% |
| P | 24953 | 5.0% |
| F | 20439 | 4.1% |
| J | 20290 | 4.1% |
| B | 18131 | 3.7% |
| Other values (15) | 130900 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 136075 | |
| 6 | 119993 | |
| 3 | 117265 | |
| 4 | 114926 | |
| 2 | 114116 | |
| 0 | 112404 | |
| 8 | 107573 | |
| 7 | 107110 | |
| 1 | 100300 | |
| 9 | 98399 |
Space Separator
| Value | Count | Frequency (%) |
| 597534 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 56258 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2703835 | |
| Common | 1781953 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 284098 | 10.5% |
| a | 212197 | 7.8% |
| t | 196414 | 7.3% |
| r | 188157 | 7.0% |
| i | 171641 | 6.3% |
| n | 164156 | 6.1% |
| s | 148770 | 5.5% |
| o | 147659 | 5.5% |
| l | 131682 | 4.9% |
| u | 90218 | 3.3% |
| Other values (41) | 968843 |
Common
| Value | Count | Frequency (%) |
| 597534 | ||
| 5 | 136075 | 7.6% |
| 6 | 119993 | 6.7% |
| 3 | 117265 | 6.6% |
| 4 | 114926 | 6.4% |
| 2 | 114116 | 6.4% |
| 0 | 112404 | 6.3% |
| 8 | 107573 | 6.0% |
| 7 | 107110 | 6.0% |
| 1 | 100300 | 5.6% |
| Other values (2) | 154657 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4485788 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 597534 | 13.3% | |
| e | 284098 | 6.3% |
| a | 212197 | 4.7% |
| t | 196414 | 4.4% |
| r | 188157 | 4.2% |
| i | 171641 | 3.8% |
| n | 164156 | 3.7% |
| s | 148770 | 3.3% |
| o | 147659 | 3.3% |
| 5 | 136075 | 3.0% |
| Other values (53) | 2239087 |
| Distinct | 3546 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 MiB |
| Port Hollymouth | 3563 |
|---|---|
| East Clayton | 3263 |
| North Paul | 3212 |
| South Raymondborough | 3103 |
| New Daniel | 3024 |
| Other values (3541) |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 12.05695662 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2386132 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1131 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Port Jeremy |
|---|---|
| 2nd row | Port Davidtown |
| 3rd row | West Richardmouth |
| 4th row | South Oscarhaven |
| 5th row | South Oscarhaven |
Common Values
| Value | Count | Frequency (%) |
| Port Hollymouth | 3563 | 1.8% |
| East Clayton | 3263 | 1.6% |
| North Paul | 3212 | 1.6% |
| South Raymondborough | 3103 | 1.6% |
| New Daniel | 3024 | 1.5% |
| Lake Nicoleburgh | 2953 | 1.5% |
| Stephanieland | 2917 | 1.5% |
| Port Davidtown | 2917 | 1.5% |
| Lake Hollystad | 2800 | 1.4% |
| Michaelfort | 2742 | 1.4% |
| Other values (3536) | 167411 |
Length
| Value | Count | Frequency (%) |
| port | 21164 | 7.1% |
| east | 17769 | 5.9% |
| north | 17106 | 5.7% |
| lake | 15065 | 5.0% |
| west | 11917 | 4.0% |
| new | 10610 | 3.5% |
| south | 8530 | 2.8% |
| michael | 3936 | 1.3% |
| hollymouth | 3563 | 1.2% |
| daniel | 3523 | 1.2% |
| Other values (2889) | 186883 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 217997 | 9.1% |
| t | 187598 | 7.9% |
| a | 184780 | 7.7% |
| o | 176097 | 7.4% |
| r | 174798 | 7.3% |
| i | 128539 | 5.4% |
| h | 125715 | 5.3% |
| n | 113539 | 4.8% |
| l | 111140 | 4.7% |
| s | 104440 | 4.4% |
| Other values (40) | 861489 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1983905 | |
| Uppercase Letter | 300066 | 12.6% |
| Space Separator | 102161 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 217997 | |
| t | 187598 | |
| a | 184780 | |
| o | 176097 | 8.9% |
| r | 174798 | 8.8% |
| i | 128539 | 6.5% |
| h | 125715 | 6.3% |
| n | 113539 | 5.7% |
| l | 111140 | 5.6% |
| s | 104440 | 5.3% |
| Other values (16) | 459262 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 35629 | |
| P | 29293 | |
| S | 22603 | 7.5% |
| L | 22487 | 7.5% |
| W | 22203 | 7.4% |
| E | 21988 | 7.3% |
| M | 21543 | 7.2% |
| D | 20844 | 6.9% |
| J | 19480 | 6.5% |
| R | 14075 | 4.7% |
| Other values (13) | 69921 |
Space Separator
| Value | Count | Frequency (%) |
| 102161 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2283971 | |
| Common | 102161 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 217997 | 9.5% |
| t | 187598 | 8.2% |
| a | 184780 | 8.1% |
| o | 176097 | 7.7% |
| r | 174798 | 7.7% |
| i | 128539 | 5.6% |
| h | 125715 | 5.5% |
| n | 113539 | 5.0% |
| l | 111140 | 4.9% |
| s | 104440 | 4.6% |
| Other values (39) | 759328 |
Common
| Value | Count | Frequency (%) |
| 102161 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2386132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 217997 | 9.1% |
| t | 187598 | 7.9% |
| a | 184780 | 7.7% |
| o | 176097 | 7.4% |
| r | 174798 | 7.3% |
| i | 128539 | 5.4% |
| h | 125715 | 5.3% |
| n | 113539 | 4.8% |
| l | 111140 | 4.7% |
| s | 104440 | 4.4% |
| Other values (40) | 861489 |
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 MiB |
| MS | 9997 |
|---|---|
| NY | 8240 |
| AZ | 8041 |
| MT | 7755 |
| CA | 7516 |
| Other values (46) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 395810 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ME |
|---|---|
| 2nd row | CA |
| 3rd row | MT |
| 4th row | MO |
| 5th row | MO |
Common Values
| Value | Count | Frequency (%) |
| MS | 9997 | 5.1% |
| NY | 8240 | 4.2% |
| AZ | 8041 | 4.1% |
| MT | 7755 | 3.9% |
| CA | 7516 | 3.8% |
| WY | 6827 | 3.4% |
| SC | 6363 | 3.2% |
| ME | 6145 | 3.1% |
| ND | 6043 | 3.1% |
| IL | 5374 | 2.7% |
| Other values (41) | 125604 |
Length
| Value | Count | Frequency (%) |
| ms | 9997 | 5.1% |
| ny | 8240 | 4.2% |
| az | 8041 | 4.1% |
| mt | 7755 | 3.9% |
| ca | 7516 | 3.8% |
| wy | 6827 | 3.4% |
| sc | 6363 | 3.2% |
| me | 6145 | 3.1% |
| nd | 6043 | 3.1% |
| il | 5374 | 2.7% |
| Other values (41) | 125604 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 42182 | 10.7% |
| M | 41844 | 10.6% |
| N | 41229 | 10.4% |
| I | 27679 | 7.0% |
| T | 25148 | 6.4% |
| D | 24529 | 6.2% |
| S | 23676 | 6.0% |
| C | 22625 | 5.7% |
| L | 18770 | 4.7% |
| Y | 16754 | 4.2% |
| Other values (14) | 111374 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 395810 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 42182 | 10.7% |
| M | 41844 | 10.6% |
| N | 41229 | 10.4% |
| I | 27679 | 7.0% |
| T | 25148 | 6.4% |
| D | 24529 | 6.2% |
| S | 23676 | 6.0% |
| C | 22625 | 5.7% |
| L | 18770 | 4.7% |
| Y | 16754 | 4.2% |
| Other values (14) | 111374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 395810 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 42182 | 10.7% |
| M | 41844 | 10.6% |
| N | 41229 | 10.4% |
| I | 27679 | 7.0% |
| T | 25148 | 6.4% |
| D | 24529 | 6.2% |
| S | 23676 | 6.0% |
| C | 22625 | 5.7% |
| L | 18770 | 4.7% |
| Y | 16754 | 4.2% |
| Other values (14) | 111374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 395810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 42182 | 10.7% |
| M | 41844 | 10.6% |
| N | 41229 | 10.4% |
| I | 27679 | 7.0% |
| T | 25148 | 6.4% |
| D | 24529 | 6.2% |
| S | 23676 | 6.0% |
| C | 22625 | 5.7% |
| L | 18770 | 4.7% |
| Y | 16754 | 4.2% |
| Other values (14) | 111374 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 MiB |
| US |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 395810 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| US | 197905 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| us | 197905 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 395810 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 395810 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 395810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 197905 | |
| S | 197905 |
| Distinct | 4010 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50422.24855 |
| Minimum | 520 |
|---|---|
| Maximum | 99947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | 520 |
|---|---|
| 5-th percentile | 5710 |
| Q1 | 26581 |
| median | 50399 |
| Q3 | 75181 |
| 95-th percentile | 93812 |
| Maximum | 99947 |
| Range | 99427 |
| Interquartile range (IQR) | 48600 |
Descriptive statistics
| Standard deviation | 28696.92827 |
|---|---|
| Coefficient of variation (CV) | 0.5691322601 |
| Kurtosis | -1.227654096 |
| Mean | 50422.24855 |
| Median Absolute Deviation (MAD) | 24584 |
| Skewness | 0.04988004321 |
| Sum | 9978815099 |
| Variance | 823513692.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39633 | 3563 | 1.8% |
| 66353 | 3263 | 1.6% |
| 73439 | 3210 | 1.6% |
| 28798 | 3103 | 1.6% |
| 53377 | 3017 | 1.5% |
| 75246 | 2953 | 1.5% |
| 92535 | 2917 | 1.5% |
| 14737 | 2917 | 1.5% |
| 80687 | 2800 | 1.4% |
| 14742 | 2682 | 1.4% |
| Other values (4000) | 167480 |
| Value | Count | Frequency (%) |
| 520 | 1 | < 0.1% |
| 529 | 3 | < 0.1% |
| 589 | 3 | < 0.1% |
| 608 | 225 | |
| 612 | 1 | < 0.1% |
| 676 | 8 | < 0.1% |
| 751 | 1 | < 0.1% |
| 786 | 2 | < 0.1% |
| 790 | 1 | < 0.1% |
| 832 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99947 | 4 | < 0.1% |
| 99873 | 14 | |
| 99868 | 1 | < 0.1% |
| 99833 | 1 | < 0.1% |
| 99816 | 10 | |
| 99809 | 3 | < 0.1% |
| 99774 | 1 | < 0.1% |
| 99754 | 2 | < 0.1% |
| 99738 | 4 | < 0.1% |
| 99678 | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 MiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.014072408 |
| Min length | 4 |
Characters and Unicode
| Total characters | 992310 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 100345 | |
| Male | 97560 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| female | 100345 | |
| male | 97560 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 298250 | |
| a | 197905 | |
| l | 197905 | |
| F | 100345 | 10.1% |
| m | 100345 | 10.1% |
| M | 97560 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 794405 | |
| Uppercase Letter | 197905 | 19.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 298250 | |
| a | 197905 | |
| l | 197905 | |
| m | 100345 | 12.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 100345 | |
| M | 97560 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 992310 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 298250 | |
| a | 197905 | |
| l | 197905 | |
| F | 100345 | 10.1% |
| m | 100345 | 10.1% |
| M | 97560 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 992310 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 298250 | |
| a | 197905 | |
| l | 197905 | |
| F | 100345 | 10.1% |
| m | 100345 | 10.1% |
| M | 97560 | 9.8% |
| Distinct | 3883 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.2 MiB |
| 1947-03-18 | 3563 |
|---|---|
| 1947-10-11 | 3263 |
| 1972-09-21 | 3210 |
| 1968-08-11 | 3103 |
| 1944-02-22 | 3017 |
| Other values (3878) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1979050 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1337 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 1979-03-23 |
|---|---|
| 2nd row | 1981-03-08 |
| 3rd row | 1970-09-25 |
| 4th row | 1994-11-08 |
| 5th row | 1994-11-08 |
Common Values
| Value | Count | Frequency (%) |
| 1947-03-18 | 3563 | 1.8% |
| 1947-10-11 | 3263 | 1.6% |
| 1972-09-21 | 3210 | 1.6% |
| 1968-08-11 | 3103 | 1.6% |
| 1944-02-22 | 3017 | 1.5% |
| 1941-11-18 | 2953 | 1.5% |
| 1981-03-08 | 2917 | 1.5% |
| 1999-11-20 | 2917 | 1.5% |
| 1920-01-13 | 2800 | 1.4% |
| 1970-09-25 | 2682 | 1.4% |
| Other values (3873) | 167480 |
Length
| Value | Count | Frequency (%) |
| 1947-03-18 | 3563 | 1.8% |
| 1947-10-11 | 3263 | 1.6% |
| 1972-09-21 | 3210 | 1.6% |
| 1968-08-11 | 3103 | 1.6% |
| 1944-02-22 | 3017 | 1.5% |
| 1941-11-18 | 2953 | 1.5% |
| 1981-03-08 | 2917 | 1.5% |
| 1999-11-20 | 2917 | 1.5% |
| 1920-01-13 | 2800 | 1.4% |
| 1970-09-25 | 2682 | 1.4% |
| Other values (3873) | 167480 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 410683 | |
| - | 395810 | |
| 0 | 303153 | |
| 9 | 248239 | |
| 2 | 188642 | |
| 4 | 85170 | 4.3% |
| 3 | 78284 | 4.0% |
| 8 | 77119 | 3.9% |
| 7 | 71926 | 3.6% |
| 5 | 64348 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1583240 | |
| Dash Punctuation | 395810 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 410683 | |
| 0 | 303153 | |
| 9 | 248239 | |
| 2 | 188642 | |
| 4 | 85170 | 5.4% |
| 3 | 78284 | 4.9% |
| 8 | 77119 | 4.9% |
| 7 | 71926 | 4.5% |
| 5 | 64348 | 4.1% |
| 6 | 55676 | 3.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 395810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1979050 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 410683 | |
| - | 395810 | |
| 0 | 303153 | |
| 9 | 248239 | |
| 2 | 188642 | |
| 4 | 85170 | 4.3% |
| 3 | 78284 | 4.0% |
| 8 | 77119 | 3.9% |
| 7 | 71926 | 3.6% |
| 5 | 64348 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1979050 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 410683 | |
| - | 395810 | |
| 0 | 303153 | |
| 9 | 248239 | |
| 2 | 188642 | |
| 4 | 85170 | 4.3% |
| 3 | 78284 | 4.0% |
| 8 | 77119 | 3.9% |
| 7 | 71926 | 3.6% |
| 5 | 64348 | 3.3% |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| 559-78-2560 | 3563 |
|---|---|
| 117-19-6980 | 3263 |
| 808-75-3560 | 3210 |
| 388-47-8953 | 3103 |
| 300-57-6092 | 3017 |
| Other values (4072) |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 2176955 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1462 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 322-84-8146 |
|---|---|
| 2nd row | 427-95-2332 |
| 3rd row | 346-44-2037 |
| 4th row | 010-77-8442 |
| 5th row | 010-77-8442 |
Common Values
| Value | Count | Frequency (%) |
| 559-78-2560 | 3563 | 1.8% |
| 117-19-6980 | 3263 | 1.6% |
| 808-75-3560 | 3210 | 1.6% |
| 388-47-8953 | 3103 | 1.6% |
| 300-57-6092 | 3017 | 1.5% |
| 845-39-6686 | 2953 | 1.5% |
| 158-90-7310 | 2917 | 1.5% |
| 427-95-2332 | 2917 | 1.5% |
| 483-20-0332 | 2800 | 1.4% |
| 346-44-2037 | 2682 | 1.4% |
| Other values (4067) | 167480 |
Length
| Value | Count | Frequency (%) |
| 559-78-2560 | 3563 | 1.8% |
| 117-19-6980 | 3263 | 1.6% |
| 808-75-3560 | 3210 | 1.6% |
| 388-47-8953 | 3103 | 1.6% |
| 300-57-6092 | 3017 | 1.5% |
| 845-39-6686 | 2953 | 1.5% |
| 158-90-7310 | 2917 | 1.5% |
| 427-95-2332 | 2917 | 1.5% |
| 483-20-0332 | 2800 | 1.4% |
| 346-44-2037 | 2682 | 1.4% |
| Other values (4067) | 167480 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 395810 | |
| 8 | 201874 | |
| 0 | 191083 | |
| 3 | 188989 | |
| 7 | 187959 | |
| 5 | 183069 | |
| 6 | 181016 | |
| 1 | 173699 | |
| 2 | 168368 | |
| 4 | 161416 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1781145 | |
| Dash Punctuation | 395810 | 18.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 201874 | |
| 0 | 191083 | |
| 3 | 188989 | |
| 7 | 187959 | |
| 5 | 183069 | |
| 6 | 181016 | |
| 1 | 173699 | |
| 2 | 168368 | |
| 4 | 161416 | |
| 9 | 143672 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 395810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2176955 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 395810 | |
| 8 | 201874 | |
| 0 | 191083 | |
| 3 | 188989 | |
| 7 | 187959 | |
| 5 | 183069 | |
| 6 | 181016 | |
| 1 | 173699 | |
| 2 | 168368 | |
| 4 | 161416 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2176955 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 395810 | |
| 8 | 201874 | |
| 0 | 191083 | |
| 3 | 188989 | |
| 7 | 187959 | |
| 5 | 183069 | |
| 6 | 181016 | |
| 1 | 173699 | |
| 2 | 168368 | |
| 4 | 161416 |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.39381994 |
| Minimum | -179.916516 |
|---|---|
| Maximum | 179.964418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 90886 |
| Negative (%) | 45.9% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -179.916516 |
|---|---|
| 5-th percentile | -162.655577 |
| Q1 | -85.065895 |
| median | 9.70636 |
| Q3 | 86.60361 |
| 95-th percentile | 155.184031 |
| Maximum | 179.964418 |
| Range | 359.880934 |
| Interquartile range (IQR) | 171.669505 |
Descriptive statistics
| Standard deviation | 101.4968216 |
|---|---|
| Coefficient of variation (CV) | 42.39952215 |
| Kurtosis | -1.161064881 |
| Mean | 2.39381994 |
| Median Absolute Deviation (MAD) | 89.587768 |
| Skewness | -0.1245557045 |
| Sum | 473748.9352 |
| Variance | 10301.60478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.745511 | 3563 | 1.8% |
| 123.8759 | 3263 | 1.6% |
| 47.116838 | 3210 | 1.6% |
| -98.752978 | 3103 | 1.6% |
| 125.067738 | 3017 | 1.5% |
| 26.244182 | 2953 | 1.5% |
| 34.091723 | 2917 | 1.5% |
| 137.331791 | 2917 | 1.5% |
| -162.570237 | 2800 | 1.4% |
| 77.207619 | 2682 | 1.4% |
| Other values (4067) | 167480 |
| Value | Count | Frequency (%) |
| -179.916516 | 1 | < 0.1% |
| -179.883548 | 92 | < 0.1% |
| -179.8151 | 21 | < 0.1% |
| -179.748656 | 26 | < 0.1% |
| -179.626986 | 9 | < 0.1% |
| -179.561921 | 7 | < 0.1% |
| -179.523927 | 106 | 0.1% |
| -179.415897 | 34 | < 0.1% |
| -179.300152 | 358 | |
| -179.225681 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 179.964418 | 2 | < 0.1% |
| 179.828172 | 17 | |
| 179.754066 | 14 | |
| 179.720953 | 1 | < 0.1% |
| 179.642992 | 1 | < 0.1% |
| 179.358416 | 1 | < 0.1% |
| 179.225016 | 2 | < 0.1% |
| 179.205156 | 1 | < 0.1% |
| 179.087506 | 14 | |
| 179.067958 | 2 | < 0.1% |
| Distinct | 4077 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.5862502169 |
| Minimum | -89.9928075 |
|---|---|
| Maximum | 89.990594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 95408 |
| Negative (%) | 48.2% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -89.9928075 |
|---|---|
| 5-th percentile | -79.749951 |
| Q1 | -51.3219645 |
| median | 1.888823 |
| Q3 | 45.7156515 |
| 95-th percentile | 78.795143 |
| Maximum | 89.990594 |
| Range | 179.9834015 |
| Interquartile range (IQR) | 97.037616 |
Descriptive statistics
| Standard deviation | 53.06859423 |
|---|---|
| Coefficient of variation (CV) | -90.52208886 |
| Kurtosis | -1.309846563 |
| Mean | -0.5862502169 |
| Median Absolute Deviation (MAD) | 49.9046965 |
| Skewness | 0.03324069213 |
| Sum | -116021.8492 |
| Variance | 2816.275693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.5498485 | 3563 | 1.8% |
| 23.2949335 | 3263 | 1.6% |
| -67.5418185 | 3210 | 1.6% |
| -61.882385 | 3103 | 1.6% |
| 78.795143 | 3017 | 1.5% |
| 12.993162 | 2953 | 1.5% |
| 23.330428 | 2917 | 1.5% |
| -40.2372505 | 2917 | 1.5% |
| 70.605002 | 2800 | 1.4% |
| -58.859323 | 2682 | 1.4% |
| Other values (4067) | 167480 |
| Value | Count | Frequency (%) |
| -89.9928075 | 2 | < 0.1% |
| -89.945993 | 1 | < 0.1% |
| -89.9007205 | 692 | |
| -89.8762145 | 3 | < 0.1% |
| -89.8091125 | 2 | < 0.1% |
| -89.766022 | 1 | < 0.1% |
| -89.7646755 | 1 | < 0.1% |
| -89.668381 | 46 | < 0.1% |
| -89.611902 | 25 | < 0.1% |
| -89.536028 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 89.990594 | 1 | < 0.1% |
| 89.8528015 | 8 | < 0.1% |
| 89.7979395 | 1 | < 0.1% |
| 89.778164 | 1 | < 0.1% |
| 89.7701185 | 1 | < 0.1% |
| 89.7613825 | 17 | < 0.1% |
| 89.7043315 | 1 | < 0.1% |
| 89.689003 | 3 | < 0.1% |
| 89.6208195 | 71 | |
| 89.6184105 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| tran_id | orig_acct | bene_acct | tx_type | base_amt | tran_timestamp | is_sar | alert_id | acct_id_orig | dsply_nm_orig | type_orig | acct_stat_orig | acct_rptng_crncy_orig | prior_sar_count_orig | branch_id_orig | open_dt_orig | close_dt_orig | initial_deposit_orig | tx_behavior_id_orig | bank_id_orig | first_name_orig | last_name_orig | street_addr_orig | city_orig | state_orig | country_orig | zip_orig | gender_orig | birth_date_orig | ssn_orig | lon_orig | lat_orig | acct_id_bene | dsply_nm_bene | type_bene | acct_stat_bene | acct_rptng_crncy_bene | prior_sar_count_bene | branch_id_bene | open_dt_bene | close_dt_bene | initial_deposit_bene | tx_behavior_id_bene | bank_id_bene | first_name_bene | last_name_bene | street_addr_bene | city_bene | state_bene | country_bene | zip_bene | gender_bene | birth_date_bene | ssn_bene | lon_bene | lat_bene | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 4376 | 170 | TRANSFER | 885.30 | 2017-01-01T00:00:00Z | False | -1 | 4376 | C_4376 | I | A | USD | False | 1 | 0 | 1000000 | 63446.28 | NaN | bank | Kristin | Gentry | 9548 Hooper Manors | Sarahmouth | IA | US | 98692 | Female | 1915-09-20 | 054-77-5471 | 90.066499 | 34.092692 | 170 | C_170 | I | A | USD | False | 1 | 0 | 1000000 | 84168.61 | NaN | bank | Rachel | Doyle | 27020 Ashley Springs Apt. 150 | Port Jeremy | ME | US | 74661 | Female | 1979-03-23 | 322-84-8146 | 151.101223 | 45.779955 |
| 1 | 2 | 4300 | 23 | TRANSFER | 630.41 | 2017-01-01T00:00:00Z | False | -1 | 4300 | C_4300 | I | A | USD | False | 1 | 0 | 1000000 | 79684.15 | NaN | bank | Anthony | Taylor | 337 Robinson Oval | West Kevintown | NM | US | 86415 | Male | 1964-07-31 | 081-98-1984 | -22.181147 | 8.679320 | 23 | C_23 | I | A | USD | False | 1 | 0 | 1000000 | 89199.14 | NaN | bank | Angel | Fisher | 35833 Kelly Manor | Port Davidtown | CA | US | 92535 | Female | 1981-03-08 | 427-95-2332 | 137.331791 | 23.330428 |
| 2 | 3 | 4433 | 12 | TRANSFER | 393.14 | 2017-01-01T00:00:00Z | False | -1 | 4433 | C_4433 | I | A | USD | False | 1 | 0 | 1000000 | 64630.28 | NaN | bank | Diana | Gray | 82286 Cheryl Station | Nathanport | MS | US | 87062 | Female | 1908-03-01 | 791-54-9738 | -91.241754 | -9.061343 | 12 | C_12 | I | A | USD | False | 1 | 0 | 1000000 | 52909.53 | NaN | bank | Brett | Kerr | 29456 Kelly Neck Apt. 042 | West Richardmouth | MT | US | 14742 | Male | 1970-09-25 | 346-44-2037 | 77.207619 | -58.859323 |
| 3 | 4 | 2552 | 6503 | TRANSFER | 659.74 | 2017-01-01T00:00:00Z | False | -1 | 2552 | C_2552 | I | A | USD | False | 1 | 0 | 1000000 | 79188.34 | NaN | bank | Debbie | Jones | 35710 Gary Summit | Davidbury | RI | US | 54433 | Female | 1987-05-28 | 850-93-3097 | -16.454245 | -39.859187 | 6503 | C_6503 | I | A | USD | False | 1 | 0 | 1000000 | 57537.45 | NaN | bank | Megan | Perry | 0952 Kevin Village Apt. 324 | South Oscarhaven | MO | US | 85424 | Female | 1994-11-08 | 010-77-8442 | -128.496888 | -44.919702 |
| 4 | 5 | 2552 | 6503 | TRANSFER | 442.44 | 2017-01-01T00:00:00Z | False | -1 | 2552 | C_2552 | I | A | USD | False | 1 | 0 | 1000000 | 79188.34 | NaN | bank | Debbie | Jones | 35710 Gary Summit | Davidbury | RI | US | 54433 | Female | 1987-05-28 | 850-93-3097 | -16.454245 | -39.859187 | 6503 | C_6503 | I | A | USD | False | 1 | 0 | 1000000 | 57537.45 | NaN | bank | Megan | Perry | 0952 Kevin Village Apt. 324 | South Oscarhaven | MO | US | 85424 | Female | 1994-11-08 | 010-77-8442 | -128.496888 | -44.919702 |
| 5 | 6 | 281 | 75 | TRANSFER | 140.06 | 2017-01-01T00:00:00Z | False | -1 | 281 | C_281 | I | A | USD | True | 1 | 0 | 1000000 | 87074.80 | NaN | bank | Terri | Livingston | 5466 Ray Orchard Suite 327 | Dennisshire | DC | US | 33427 | Female | 1943-12-03 | 109-41-1827 | -177.699428 | -37.154597 | 75 | C_75 | I | A | USD | False | 1 | 0 | 1000000 | 50335.69 | NaN | bank | Christopher | Mayer | 8576 Branch Island | Jonesbury | DE | US | 99020 | Male | 1969-05-10 | 725-70-3441 | 17.502090 | -77.490069 |
| 6 | 7 | 553 | 400 | TRANSFER | 612.57 | 2017-01-01T00:00:00Z | False | -1 | 553 | C_553 | I | A | USD | False | 1 | 0 | 1000000 | 76295.34 | NaN | bank | Monica | Newman | 55690 Jennifer Row Suite 574 | New Victoriastad | HI | US | 70812 | Female | 1913-09-16 | 776-46-6860 | 8.158774 | -53.763205 | 400 | C_400 | I | A | USD | False | 1 | 0 | 1000000 | 85853.72 | NaN | bank | Vanessa | Gillespie | 898 Christina Lodge Apt. 119 | Perkinsport | AL | US | 13342 | Female | 1998-06-19 | 593-64-5768 | 149.698846 | 20.289089 |
| 7 | 8 | 240 | 990 | TRANSFER | 665.62 | 2017-01-01T00:00:00Z | False | -1 | 240 | C_240 | I | A | USD | False | 1 | 0 | 1000000 | 76874.34 | NaN | bank | Travis | Richardson | 780 Sanchez Forks | Kristinehaven | WV | US | 4843 | Male | 1934-07-09 | 250-25-5176 | -170.532140 | 77.683888 | 990 | C_990 | I | A | USD | False | 1 | 0 | 1000000 | 70044.46 | NaN | bank | Patrick | Coleman | 4439 Lauren Via Apt. 396 | South Michaeltown | AK | US | 7652 | Male | 1962-04-01 | 696-54-8587 | -156.829278 | 83.080294 |
| 8 | 9 | 668 | 132 | TRANSFER | 970.50 | 2017-01-01T00:00:00Z | False | -1 | 668 | C_668 | I | A | USD | False | 1 | 0 | 1000000 | 60794.76 | NaN | bank | Jamie | Smith | 64474 Anthony Ports Apt. 280 | Jacksonhaven | MS | US | 88877 | Female | 2003-10-14 | 848-66-0746 | -30.672510 | 23.072227 | 132 | C_132 | I | A | USD | False | 1 | 0 | 1000000 | 60784.17 | NaN | bank | Scott | Trujillo | 955 Wilson Turnpike Apt. 652 | Boothbury | TX | US | 96682 | Male | 2008-01-19 | 743-81-6309 | 142.057062 | -86.030230 |
| 9 | 10 | 2085 | 104 | TRANSFER | 945.46 | 2017-01-01T00:00:00Z | False | -1 | 2085 | C_2085 | I | A | USD | False | 1 | 0 | 1000000 | 88190.98 | NaN | bank | Kenneth | Carroll | 532 White Mountain Apt. 758 | West Matthewtown | OK | US | 50926 | Male | 1960-05-01 | 155-63-5647 | 155.566388 | -43.754245 | 104 | C_104 | I | A | USD | True | 1 | 0 | 1000000 | 67881.53 | NaN | bank | Luke | Vazquez | 94312 Dickson Falls Apt. 905 | Gregoryview | VA | US | 92174 | Male | 1944-03-25 | 811-77-3614 | -177.814657 | -51.498302 |
Last rows
| tran_id | orig_acct | bene_acct | tx_type | base_amt | tran_timestamp | is_sar | alert_id | acct_id_orig | dsply_nm_orig | type_orig | acct_stat_orig | acct_rptng_crncy_orig | prior_sar_count_orig | branch_id_orig | open_dt_orig | close_dt_orig | initial_deposit_orig | tx_behavior_id_orig | bank_id_orig | first_name_orig | last_name_orig | street_addr_orig | city_orig | state_orig | country_orig | zip_orig | gender_orig | birth_date_orig | ssn_orig | lon_orig | lat_orig | acct_id_bene | dsply_nm_bene | type_bene | acct_stat_bene | acct_rptng_crncy_bene | prior_sar_count_bene | branch_id_bene | open_dt_bene | close_dt_bene | initial_deposit_bene | tx_behavior_id_bene | bank_id_bene | first_name_bene | last_name_bene | street_addr_bene | city_bene | state_bene | country_bene | zip_bene | gender_bene | birth_date_bene | ssn_bene | lon_bene | lat_bene | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 197895 | 197896 | 443 | 64 | TRANSFER | 475.66 | 2018-12-21T00:00:00Z | False | -1 | 443 | C_443 | I | A | USD | False | 1 | 0 | 1000000 | 53563.64 | NaN | bank | Maria | Morris | 01749 Hamilton Course Suite 336 | Ryanmouth | NV | US | 58712 | Female | 2007-06-25 | 270-42-6506 | 158.695715 | 4.960740 | 64 | C_64 | I | A | USD | False | 1 | 0 | 1000000 | 91528.28 | NaN | bank | John | Knight | 79148 Pierce Lock Suite 423 | Erikberg | CA | US | 9478 | Male | 1962-01-08 | 570-12-4351 | 78.928510 | -28.354113 |
| 197896 | 197897 | 4651 | 6029 | TRANSFER | 632.00 | 2018-12-21T00:00:00Z | False | -1 | 4651 | C_4651 | I | A | USD | False | 1 | 0 | 1000000 | 74115.62 | NaN | bank | Patrick | Carter | 819 Todd Springs Apt. 444 | East Jasmine | MI | US | 16810 | Male | 2021-03-27 | 551-69-0740 | -114.040699 | 87.307068 | 6029 | C_6029 | I | A | USD | False | 1 | 0 | 1000000 | 95516.71 | NaN | bank | Ricky | Moran | 6055 James Mountain | West Michaelfurt | KS | US | 73789 | Male | 1985-02-22 | 596-73-9766 | -122.899768 | 29.258724 |
| 197897 | 197898 | 265 | 14 | TRANSFER | 188.37 | 2018-12-21T00:00:00Z | False | -1 | 265 | C_265 | I | A | USD | False | 1 | 0 | 1000000 | 50781.53 | NaN | bank | Oscar | Long | 10723 Duncan Corner | Lindaview | NE | US | 16047 | Male | 1906-10-18 | 751-37-9051 | -19.166474 | 21.546422 | 14 | C_14 | I | A | USD | False | 1 | 0 | 1000000 | 97896.53 | NaN | bank | Loretta | Garcia | 263 Wilson View Apt. 873 | South Raymondborough | AZ | US | 28798 | Female | 1968-08-11 | 388-47-8953 | -98.752978 | -61.882385 |
| 197898 | 197899 | 105 | 13 | TRANSFER | 116.02 | 2018-12-21T00:00:00Z | False | -1 | 105 | C_105 | I | A | USD | True | 1 | 0 | 1000000 | 82521.54 | NaN | bank | Teresa | Walsh | 2278 Wesley Forges | South Leslie | NV | US | 30836 | Female | 1943-09-12 | 692-91-3093 | -126.107214 | 3.898918 | 13 | C_13 | I | A | USD | True | 1 | 0 | 1000000 | 64631.30 | NaN | bank | Joseph | West | 45229 Drake Route Apt. 113 | North Paul | MO | US | 73439 | Male | 1972-09-21 | 808-75-3560 | 47.116838 | -67.541819 |
| 197899 | 197900 | 675 | 270 | TRANSFER | 502.13 | 2018-12-21T00:00:00Z | False | -1 | 675 | C_675 | I | A | USD | False | 1 | 0 | 1000000 | 70050.90 | NaN | bank | Shannon | Farmer | 4304 Rachel Station | Lake Arthur | AL | US | 98648 | Female | 1906-12-04 | 023-13-9841 | 63.258068 | -48.716837 | 270 | C_270 | I | A | USD | True | 1 | 0 | 1000000 | 64211.03 | NaN | bank | Sharon | Lester | 081 Jennifer Knolls | Lake Jamie | CT | US | 6500 | Female | 1965-02-14 | 894-40-4477 | 29.023500 | 73.279432 |
| 197900 | 197901 | 2948 | 51 | TRANSFER | 675.30 | 2018-12-21T00:00:00Z | False | -1 | 2948 | C_2948 | I | A | USD | False | 1 | 0 | 1000000 | 73456.24 | NaN | bank | Craig | Davies | 0223 Morris Alley | Haasstad | OR | US | 67265 | Male | 1973-01-05 | 457-22-4927 | -36.387102 | 17.815641 | 51 | C_51 | I | A | USD | False | 1 | 0 | 1000000 | 71122.41 | NaN | bank | Thomas | Taylor | 78209 Darlene Bypass Suite 137 | Port Stephen | VT | US | 44235 | Male | 2011-03-24 | 570-08-8904 | -135.752957 | 48.961165 |
| 197901 | 197902 | 276 | 7688 | TRANSFER | 864.55 | 2018-12-21T00:00:00Z | False | -1 | 276 | C_276 | I | A | USD | False | 1 | 0 | 1000000 | 58993.69 | NaN | bank | Deborah | Taylor | 2431 Chan Locks Suite 711 | East Stephen | MN | US | 99654 | Female | 1907-04-04 | 713-48-7280 | -26.589242 | 87.513537 | 7688 | C_7688 | I | A | USD | False | 1 | 0 | 1000000 | 64648.90 | NaN | bank | Ryan | Nolan | 9178 Rios Harbors | Stephenfurt | VA | US | 68882 | Male | 1968-05-06 | 804-47-2664 | 12.712477 | -20.559546 |
| 197902 | 197903 | 885 | 198 | TRANSFER | 682.87 | 2018-12-21T00:00:00Z | False | -1 | 885 | C_885 | I | A | USD | False | 1 | 0 | 1000000 | 51234.09 | NaN | bank | Kathy | Soto | 84966 Lee Summit | West Victor | GA | US | 10250 | Female | 1943-10-30 | 505-26-3083 | 132.292923 | -12.501948 | 198 | C_198 | I | A | USD | True | 1 | 0 | 1000000 | 85152.71 | NaN | bank | Mary | Armstrong | 0663 Cassandra Turnpike Apt. 665 | Brockfurt | KY | US | 62557 | Female | 1908-02-26 | 089-05-2474 | 150.926033 | 60.113135 |
| 197903 | 197904 | 4278 | 639 | TRANSFER | 780.68 | 2018-12-21T00:00:00Z | False | -1 | 4278 | C_4278 | I | A | USD | False | 1 | 0 | 1000000 | 66156.31 | NaN | bank | Jason | Russell | 338 Stark Place Apt. 354 | Danielsfurt | KS | US | 20916 | Male | 1997-08-07 | 029-78-0320 | -122.588376 | 71.009383 | 639 | C_639 | I | A | USD | False | 1 | 0 | 1000000 | 96278.77 | NaN | bank | Anthony | Bennett | 64140 Nathan Bridge Suite 735 | Heathertown | UT | US | 48158 | Male | 2011-09-10 | 022-09-1662 | 1.971809 | 51.773742 |
| 197904 | 197905 | 501 | 42 | TRANSFER | 459.01 | 2018-12-21T00:00:00Z | False | -1 | 501 | C_501 | I | A | USD | False | 1 | 0 | 1000000 | 88951.73 | NaN | bank | Kelly | Hernandez | 0158 William Forest Suite 737 | East Nathanielstad | NV | US | 32156 | Female | 1919-07-20 | 891-87-6326 | 50.219044 | -6.270679 | 42 | C_42 | I | A | USD | False | 1 | 0 | 1000000 | 70573.82 | NaN | bank | Steven | Pierce | 07154 Stephen Parkways Suite 265 | Lindafurt | ME | US | 70013 | Male | 1910-12-23 | 792-69-9348 | 116.403981 | -19.550031 |